File Reading Starts at 5/4/2011/ 9:24:42:78

age Entropy level 0 = 0
age Entropy level 1 = 0.70556214651728
age Entropy level 2 = 1.37389167991346
age Entropy level 3 = 2.12765030677249
age Entropy level 4 = 3.05542267206476
age Entropy level 5 = 3.96447905501724
age Entropy level 6 = 5.65462015057138

Targer Attribute Entropy 0.807842979396104


age Specification Loss level 0 = 1
age Specification Loss level 1 = 0.875223776711865
age Specification Loss level 2 = 0.757032012172447
age Specification Loss level 3 = 0.623732408169363
age Specification Loss level 4 = 0.459659076877866
age Specification Loss level 5 = 0.298895602277256
age Specification Loss level 6 = 0

age Mutual Information level 0 = 0
age Mutual Information level 1 = 0.00614993112954043
age Mutual Information level 2 = 0.0664448531759012
age Mutual Information level 3 = 0.0835927702874052
age Mutual Information level 4 = 0.0895867069997324
age Mutual Information level 5 = 0.0932946247900301
age Mutual Information level 6 = 0.095687198049754

age Mutual Information Normalized level 0 = 0
age Mutual Information Normalized level 1 = 0.00871635639737344
age Mutual Information Normalized level 2 = 0.0483625122324683
age Mutual Information Normalized level 3 = 0.0392887731697838
age Mutual Information Normalized level 4 = 0.0293205610532413
age Mutual Information Normalized level 5 = 0.0235326315249317
age Mutual Information Normalized level 6 = 0.0169219497511403

age Class Gain level 0 = -0.53822032481734
age Class Gain level 1 = -0.260987485788143
age Class Gain level 2 = 1
age Class Gain level 3 = 0.711400231211728
age Class Gain level 4 = 0.394350810659457
age Class Gain level 5 = 0.210259653519794
age Class Gain level 6 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
age Tradeoff level 0 = -0.53822032481734
age Tradeoff level 1 = -0.260987485788143
age Tradeoff level 2 = 1
age Tradeoff level 3 = 0.711400231211728
age Tradeoff level 4 = 0.394350810659457
age Tradeoff level 5 = 0.210259653519794
age Tradeoff level 6 = 0

workclass Entropy level 0 = 0
workclass Entropy level 1 = 8.56181368410721E-11
workclass Entropy level 2 = 0.00581156028039595
workclass Entropy level 3 = 1.09851083702472
workclass Entropy level 4 = 1.42017117764596

Targer Attribute Entropy 0.807842979396104


workclass Specification Loss level 0 = 1
workclass Specification Loss level 1 = 0.999999999939713
workclass Specification Loss level 2 = 0.995907845214808
workclass Specification Loss level 3 = 0.226494063310325
workclass Specification Loss level 4 = 0

workclass Mutual Information level 0 = 0
workclass Mutual Information level 1 = -4.9209414321183E-11
workclass Mutual Information level 2 = 5.09674942489324E-05
workclass Mutual Information level 3 = 0.0101825601769914
workclass Mutual Information level 4 = 0.017032969167558

workclass Mutual Information Normalized level 0 = 0
workclass Mutual Information Normalized level 1 = -0.574754557115947
workclass Mutual Information Normalized level 2 = 0.00877001902928897
workclass Mutual Information Normalized level 3 = 0.00926942168779194
workclass Mutual Information Normalized level 4 = 0.0119936029090461

workclass Class Gain level 0 = 0
workclass Class Gain level 1 = 0
workclass Class Gain level 2 = 0
workclass Class Gain level 3 = 0
workclass Class Gain level 4 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
workclass Tradeoff level 0 = 0
workclass Tradeoff level 1 = 0
workclass Tradeoff level 2 = 0
workclass Tradeoff level 3 = 0
workclass Tradeoff level 4 = 0

education-num Entropy level 0 = 0
education-num Entropy level 1 = 0.913923285275564
education-num Entropy level 2 = 1.24353358943922
education-num Entropy level 3 = 1.8675759058879
education-num Entropy level 4 = 2.91592865057733

Targer Attribute Entropy 0.807842979396104


education-num Specification Loss level 0 = 1
education-num Specification Loss level 1 = 0.686575566554204
education-num Specification Loss level 2 = 0.57353771698323
education-num Specification Loss level 3 = 0.359526199134491
education-num Specification Loss level 4 = 0

education-num Mutual Information level 0 = 0
education-num Mutual Information level 1 = 0.0632200935257701
education-num Mutual Information level 2 = 0.0702768848160397
education-num Mutual Information level 3 = 0.0849180235847388
education-num Mutual Information level 4 = 0.0918766107299401

education-num Mutual Information Normalized level 0 = 0
education-num Mutual Information Normalized level 1 = 0.0691743984909063
education-num Mutual Information Normalized level 2 = 0.0565138613165501
education-num Mutual Information Normalized level 3 = 0.0454696504259977
education-num Mutual Information Normalized level 4 = 0.0315085249811409

education-num Class Gain level 0 = -0.836527127745274
education-num Class Gain level 1 = 1
education-num Class Gain level 2 = 0.663872466117803
education-num Class Gain level 3 = 0.370657153118651
education-num Class Gain level 4 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
education-num Tradeoff level 0 = -0.836527127745274
education-num Tradeoff level 1 = 1
education-num Tradeoff level 2 = 0.663872466117803
education-num Tradeoff level 3 = 0.370657153118651
education-num Tradeoff level 4 = 0

marital-status Entropy level 0 = 0
marital-status Entropy level 1 = 0.907408402629338
marital-status Entropy level 2 = 1.51336607248845
marital-status Entropy level 3 = 1.82251188290911

Targer Attribute Entropy 0.807842979396104


marital-status Specification Loss level 0 = 1
marital-status Specification Loss level 1 = 0.502111118649649
marital-status Specification Loss level 2 = 0.169626224838218
marital-status Specification Loss level 3 = 0

marital-status Mutual Information level 0 = 0
marital-status Mutual Information level 1 = 0.0898597337932913
marital-status Mutual Information level 2 = 0.157486031282616
marital-status Mutual Information level 3 = 0.157745742807566

marital-status Mutual Information Normalized level 0 = 0
marital-status Mutual Information Normalized level 1 = 0.0990289857719088
marital-status Mutual Information Normalized level 2 = 0.104063408150587
marital-status Mutual Information Normalized level 3 = 0.0865540270474236

marital-status Class Gain level 0 = -4.94329448525092
marital-status Class Gain level 1 = 0.712472853893816
marital-status Class Gain level 2 = 1
marital-status Class Gain level 3 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
marital-status Tradeoff level 0 = -4.94329448525092
marital-status Tradeoff level 1 = 0.712472853893816
marital-status Tradeoff level 2 = 1
marital-status Tradeoff level 3 = 0

occupation Entropy level 0 = 0
occupation Entropy level 1 = 1.44894007510183
occupation Entropy level 2 = 3.40148517434115

Targer Attribute Entropy 0.807842979396104


occupation Specification Loss level 0 = 1
occupation Specification Loss level 1 = 0.574027226097646
occupation Specification Loss level 2 = 0

occupation Mutual Information level 0 = 0
occupation Mutual Information level 1 = 0.0392157285195922
occupation Mutual Information level 2 = 0.0911604056770823

occupation Mutual Information Normalized level 0 = 0
occupation Mutual Information Normalized level 1 = 0.02706511414341
occupation Mutual Information Normalized level 2 = 0.0268001772768977

occupation Class Gain level 0 = -101.156844004781
occupation Class Gain level 1 = 1
occupation Class Gain level 2 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
occupation Tradeoff level 0 = -101.156844004781
occupation Tradeoff level 1 = 1
occupation Tradeoff level 2 = 0

race Entropy level 0 = 0
race Entropy level 1 = 0.583538803367847
race Entropy level 2 = 0.772996276746326

Targer Attribute Entropy 0.807842979396104


race Specification Loss level 0 = 1
race Specification Loss level 1 = 0.245094936518889
race Specification Loss level 2 = 0

race Mutual Information level 0 = 0
race Mutual Information level 1 = 0.00546018504374435
race Mutual Information level 2 = 0.00818802102431626

race Mutual Information Normalized level 0 = 0
race Mutual Information Normalized level 1 = 0.00935702135356094
race Mutual Information Normalized level 2 = 0.010592574984683

race Class Gain level 0 = 0
race Class Gain level 1 = 0
race Class Gain level 2 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
race Tradeoff level 0 = 0
race Tradeoff level 1 = 0
race Tradeoff level 2 = 0

sex Entropy level 0 = 0
sex Entropy level 1 = 0.909685983243727

Targer Attribute Entropy 0.807842979396104


sex Specification Loss level 0 = 1
sex Specification Loss level 1 = 0

sex Mutual Information level 0 = 0
sex Mutual Information level 1 = 0.0370682016643173

sex Mutual Information Normalized level 0 = 0
sex Mutual Information Normalized level 1 = 0.0407483487127512

sex Class Gain level 0 = 0
sex Class Gain level 1 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
sex Tradeoff level 0 = 0
sex Tradeoff level 1 = 0

native-country Entropy level 0 = 0
native-country Entropy level 1 = 0.575179018116495
native-country Entropy level 2 = 0.729231212670976
native-country Entropy level 3 = 0.821788386742185

Targer Attribute Entropy 0.807842979396104


native-country Specification Loss level 0 = 1
native-country Specification Loss level 1 = 0.300088651292972
native-country Specification Loss level 2 = 0.112628963324894
native-country Specification Loss level 3 = 0

native-country Mutual Information level 0 = 0
native-country Mutual Information level 1 = 0.00676778234833719
native-country Mutual Information level 2 = 0.00753373734385931
native-country Mutual Information level 3 = 0.0088552527048853

native-country Mutual Information Normalized level 0 = 0
native-country Mutual Information Normalized level 1 = 0.0117663929579685
native-country Mutual Information Normalized level 2 = 0.0103310681344334
native-country Mutual Information Normalized level 3 = 0.010775587545098

native-country Class Gain level 0 = -10.875584050232
native-country Class Gain level 1 = 1
native-country Class Gain level 2 = -0.448644511717836
native-country Class Gain level 3 = 0

TEMP CHANGE ON 01-06-2009 level.levelTradeoff = level.levelClassGain
native-country Tradeoff level 0 = -10.875584050232
native-country Tradeoff level 1 = 1
native-country Tradeoff level 2 = -0.448644511717836
native-country Tradeoff level 3 = 0

salary Entropy level 0 = 0
salary Entropy level 1 = 0.807842979396104

File reading ends after creating levels for each attribute at 5/4/2011/ 9:24:47:78
Total time taken in reading and levels creating 00:00:05
Total CPU time taken in reading and levels creating 4969


generalization of dataset starts at 5/4/2011/ 9:24:47:250
generalization of dataset ends at 5/4/2011/ 9:24:48:750

Total time taken in generalization 00:00:01.5000000
Total CPU time taken in generalization 1500

Equivalence class 1, Tuples from 1-944, frequency (944) repeated 1 times, Total Tuples in eqivalence class 1: 944
Equivalence class 2, Tuples from 945-1247, frequency (303) repeated 2 times, Total Tuples in eqivalence class 2: 606
Equivalence class 3, Tuples from 1248-1447, frequency (200) repeated 3 times, Total Tuples in eqivalence class 3: 600
Equivalence class 4, Tuples from 1448-1568, frequency (121) repeated 4 times, Total Tuples in eqivalence class 4: 484
Equivalence class 5, Tuples from 1569-1651, frequency (83) repeated 5 times, Total Tuples in eqivalence class 5: 415
Equivalence class 6, Tuples from 1652-1701, frequency (50) repeated 6 times, Total Tuples in eqivalence class 6: 300
Equivalence class 7, Tuples from 1702-1750, frequency (49) repeated 7 times, Total Tuples in eqivalence class 7: 343
Equivalence class 8, Tuples from 1751-1782, frequency (32) repeated 8 times, Total Tuples in eqivalence class 8: 256
Equivalence class 9, Tuples from 1783-1813, frequency (31) repeated 9 times, Total Tuples in eqivalence class 9: 279
Equivalence class 10, Tuples from 1814-1838, frequency (25) repeated 10 times, Total Tuples in eqivalence class 10: 250
Equivalence class 11, Tuples from 1839-1861, frequency (23) repeated 11 times, Total Tuples in eqivalence class 11: 253
Equivalence class 12, Tuples from 1862-1882, frequency (21) repeated 12 times, Total Tuples in eqivalence class 12: 252
Equivalence class 13, Tuples from 1883-1899, frequency (17) repeated 13 times, Total Tuples in eqivalence class 13: 221
Equivalence class 14, Tuples from 1900-1920, frequency (21) repeated 14 times, Total Tuples in eqivalence class 14: 294
Equivalence class 15, Tuples from 1921-1938, frequency (18) repeated 15 times, Total Tuples in eqivalence class 15: 270
Equivalence class 16, Tuples from 1939-1960, frequency (22) repeated 16 times, Total Tuples in eqivalence class 16: 352
Equivalence class 17, Tuples from 1961-1971, frequency (11) repeated 17 times, Total Tuples in eqivalence class 17: 187
Equivalence class 18, Tuples from 1972-1983, frequency (12) repeated 18 times, Total Tuples in eqivalence class 18: 216
Equivalence class 19, Tuples from 1984-1999, frequency (16) repeated 19 times, Total Tuples in eqivalence class 19: 304
Equivalence class 20, Tuples from 2000-2008, frequency (9) repeated 20 times, Total Tuples in eqivalence class 20: 180
Equivalence class 21, Tuples from 2009-2022, frequency (14) repeated 21 times, Total Tuples in eqivalence class 21: 294
Equivalence class 22, Tuples from 2023-2029, frequency (7) repeated 22 times, Total Tuples in eqivalence class 22: 154
Equivalence class 23, Tuples from 2030-2036, frequency (7) repeated 23 times, Total Tuples in eqivalence class 23: 161
Equivalence class 24, Tuples from 2037-2038, frequency (2) repeated 24 times, Total Tuples in eqivalence class 24: 48
Equivalence class 25, Tuples from 2039-2050, frequency (12) repeated 25 times, Total Tuples in eqivalence class 25: 300
Equivalence class 26, Tuples from 2051-2058, frequency (8) repeated 26 times, Total Tuples in eqivalence class 26: 208
Equivalence class 27, Tuples from 2059-2063, frequency (5) repeated 27 times, Total Tuples in eqivalence class 27: 135
Equivalence class 28, Tuples from 2064-2069, frequency (6) repeated 28 times, Total Tuples in eqivalence class 28: 168
Equivalence class 29, Tuples from 2070-2073, frequency (4) repeated 29 times, Total Tuples in eqivalence class 29: 116
Equivalence class 30, Tuples from 2074-2080, frequency (7) repeated 30 times, Total Tuples in eqivalence class 30: 210
Equivalence class 31, Tuples from 2081-2088, frequency (8) repeated 31 times, Total Tuples in eqivalence class 31: 248
Equivalence class 32, Tuples from 2089-2092, frequency (4) repeated 32 times, Total Tuples in eqivalence class 32: 128
Equivalence class 33, Tuples from 2093-2096, frequency (4) repeated 33 times, Total Tuples in eqivalence class 33: 132
Equivalence class 34, Tuples from 2097-2101, frequency (5) repeated 34 times, Total Tuples in eqivalence class 34: 170
Equivalence class 35, Tuples from 2102-2105, frequency (4) repeated 35 times, Total Tuples in eqivalence class 35: 140
Equivalence class 36, Tuples from 2106-2111, frequency (6) repeated 37 times, Total Tuples in eqivalence class 36: 222
Equivalence class 37, Tuples from 2112-2114, frequency (3) repeated 38 times, Total Tuples in eqivalence class 37: 114
Equivalence class 38, Tuples from 2115-2118, frequency (4) repeated 39 times, Total Tuples in eqivalence class 38: 156
Equivalence class 39, Tuples from 2119-2119, frequency (1) repeated 40 times, Total Tuples in eqivalence class 39: 40
Equivalence class 40, Tuples from 2120-2122, frequency (3) repeated 41 times, Total Tuples in eqivalence class 40: 123
Equivalence class 41, Tuples from 2123-2125, frequency (3) repeated 42 times, Total Tuples in eqivalence class 41: 126
Equivalence class 42, Tuples from 2126-2129, frequency (4) repeated 43 times, Total Tuples in eqivalence class 42: 172
Equivalence class 43, Tuples from 2130-2130, frequency (1) repeated 44 times, Total Tuples in eqivalence class 43: 44
Equivalence class 44, Tuples from 2131-2132, frequency (2) repeated 46 times, Total Tuples in eqivalence class 44: 92
Equivalence class 45, Tuples from 2133-2134, frequency (2) repeated 47 times, Total Tuples in eqivalence class 45: 94
Equivalence class 46, Tuples from 2135-2137, frequency (3) repeated 48 times, Total Tuples in eqivalence class 46: 144
Equivalence class 47, Tuples from 2138-2138, frequency (1) repeated 49 times, Total Tuples in eqivalence class 47: 49
Equivalence class 48, Tuples from 2139-2140, frequency (2) repeated 50 times, Total Tuples in eqivalence class 48: 100
Equivalence class 49, Tuples from 2141-2141, frequency (1) repeated 51 times, Total Tuples in eqivalence class 49: 51
Equivalence class 50, Tuples from 2142-2146, frequency (5) repeated 53 times, Total Tuples in eqivalence class 50: 265
Equivalence class 51, Tuples from 2147-2147, frequency (1) repeated 55 times, Total Tuples in eqivalence class 51: 55
Equivalence class 52, Tuples from 2148-2148, frequency (1) repeated 56 times, Total Tuples in eqivalence class 52: 56
Equivalence class 53, Tuples from 2149-2150, frequency (2) repeated 57 times, Total Tuples in eqivalence class 53: 114
Equivalence class 54, Tuples from 2151-2153, frequency (3) repeated 58 times, Total Tuples in eqivalence class 54: 174
Equivalence class 55, Tuples from 2154-2155, frequency (2) repeated 59 times, Total Tuples in eqivalence class 55: 118
Equivalence class 56, Tuples from 2156-2161, frequency (6) repeated 60 times, Total Tuples in eqivalence class 56: 360
Equivalence class 57, Tuples from 2162-2163, frequency (2) repeated 61 times, Total Tuples in eqivalence class 57: 122
Equivalence class 58, Tuples from 2164-2164, frequency (1) repeated 64 times, Total Tuples in eqivalence class 58: 64
Equivalence class 59, Tuples from 2165-2165, frequency (1) repeated 66 times, Total Tuples in eqivalence class 59: 66
Equivalence class 60, Tuples from 2166-2167, frequency (2) repeated 67 times, Total Tuples in eqivalence class 60: 134
Equivalence class 61, Tuples from 2168-2168, frequency (1) repeated 68 times, Total Tuples in eqivalence class 61: 68
Equivalence class 62, Tuples from 2169-2171, frequency (3) repeated 69 times, Total Tuples in eqivalence class 62: 207
Equivalence class 63, Tuples from 2172-2172, frequency (1) repeated 70 times, Total Tuples in eqivalence class 63: 70
Equivalence class 64, Tuples from 2173-2174, frequency (2) repeated 72 times, Total Tuples in eqivalence class 64: 144
Equivalence class 65, Tuples from 2175-2176, frequency (2) repeated 73 times, Total Tuples in eqivalence class 65: 146
Equivalence class 66, Tuples from 2177-2178, frequency (2) repeated 74 times, Total Tuples in eqivalence class 66: 148
Equivalence class 67, Tuples from 2179-2181, frequency (3) repeated 75 times, Total Tuples in eqivalence class 67: 225
Equivalence class 68, Tuples from 2182-2182, frequency (1) repeated 77 times, Total Tuples in eqivalence class 68: 77
Equivalence class 69, Tuples from 2183-2183, frequency (1) repeated 79 times, Total Tuples in eqivalence class 69: 79
Equivalence class 70, Tuples from 2184-2186, frequency (3) repeated 80 times, Total Tuples in eqivalence class 70: 240
Equivalence class 71, Tuples from 2187-2187, frequency (1) repeated 82 times, Total Tuples in eqivalence class 71: 82
Equivalence class 72, Tuples from 2188-2189, frequency (2) repeated 83 times, Total Tuples in eqivalence class 72: 166
Equivalence class 73, Tuples from 2190-2190, frequency (1) repeated 85 times, Total Tuples in eqivalence class 73: 85
Equivalence class 74, Tuples from 2191-2192, frequency (2) repeated 89 times, Total Tuples in eqivalence class 74: 178
Equivalence class 75, Tuples from 2193-2193, frequency (1) repeated 91 times, Total Tuples in eqivalence class 75: 91
Equivalence class 76, Tuples from 2194-2194, frequency (1) repeated 92 times, Total Tuples in eqivalence class 76: 92
Equivalence class 77, Tuples from 2195-2195, frequency (1) repeated 93 times, Total Tuples in eqivalence class 77: 93
Equivalence class 78, Tuples from 2196-2196, frequency (1) repeated 94 times, Total Tuples in eqivalence class 78: 94
Equivalence class 79, Tuples from 2197-2197, frequency (1) repeated 95 times, Total Tuples in eqivalence class 79: 95
Equivalence class 80, Tuples from 2198-2198, frequency (1) repeated 96 times, Total Tuples in eqivalence class 80: 96
Equivalence class 81, Tuples from 2199-2199, frequency (1) repeated 97 times, Total Tuples in eqivalence class 81: 97
Equivalence class 82, Tuples from 2200-2201, frequency (2) repeated 98 times, Total Tuples in eqivalence class 82: 196
Equivalence class 83, Tuples from 2202-2202, frequency (1) repeated 101 times, Total Tuples in eqivalence class 83: 101
Equivalence class 84, Tuples from 2203-2204, frequency (2) repeated 102 times, Total Tuples in eqivalence class 84: 204
Equivalence class 85, Tuples from 2205-2206, frequency (2) repeated 103 times, Total Tuples in eqivalence class 85: 206
Equivalence class 86, Tuples from 2207-2207, frequency (1) repeated 107 times, Total Tuples in eqivalence class 86: 107
Equivalence class 87, Tuples from 2208-2208, frequency (1) repeated 108 times, Total Tuples in eqivalence class 87: 108
Equivalence class 88, Tuples from 2209-2209, frequency (1) repeated 109 times, Total Tuples in eqivalence class 88: 109
Equivalence class 89, Tuples from 2210-2210, frequency (1) repeated 114 times, Total Tuples in eqivalence class 89: 114
Equivalence class 90, Tuples from 2211-2211, frequency (1) repeated 121 times, Total Tuples in eqivalence class 90: 121
Equivalence class 91, Tuples from 2212-2212, frequency (1) repeated 127 times, Total Tuples in eqivalence class 91: 127
Equivalence class 92, Tuples from 2213-2213, frequency (1) repeated 131 times, Total Tuples in eqivalence class 92: 131
Equivalence class 93, Tuples from 2214-2215, frequency (2) repeated 137 times, Total Tuples in eqivalence class 93: 274
Equivalence class 94, Tuples from 2216-2216, frequency (1) repeated 144 times, Total Tuples in eqivalence class 94: 144
Equivalence class 95, Tuples from 2217-2217, frequency (1) repeated 147 times, Total Tuples in eqivalence class 95: 147
Equivalence class 96, Tuples from 2218-2218, frequency (1) repeated 148 times, Total Tuples in eqivalence class 96: 148
Equivalence class 97, Tuples from 2219-2219, frequency (1) repeated 151 times, Total Tuples in eqivalence class 97: 151
Equivalence class 98, Tuples from 2220-2220, frequency (1) repeated 152 times, Total Tuples in eqivalence class 98: 152
Equivalence class 99, Tuples from 2221-2221, frequency (1) repeated 157 times, Total Tuples in eqivalence class 99: 157
Equivalence class 100, Tuples from 2222-2223, frequency (2) repeated 164 times, Total Tuples in eqivalence class 100: 328
Equivalence class 101, Tuples from 2224-2225, frequency (2) repeated 167 times, Total Tuples in eqivalence class 101: 334
Equivalence class 102, Tuples from 2226-2226, frequency (1) repeated 170 times, Total Tuples in eqivalence class 102: 170
Equivalence class 103, Tuples from 2227-2228, frequency (2) repeated 174 times, Total Tuples in eqivalence class 103: 348
Equivalence class 104, Tuples from 2229-2229, frequency (1) repeated 175 times, Total Tuples in eqivalence class 104: 175
Equivalence class 105, Tuples from 2230-2230, frequency (1) repeated 180 times, Total Tuples in eqivalence class 105: 180
Equivalence class 106, Tuples from 2231-2231, frequency (1) repeated 188 times, Total Tuples in eqivalence class 106: 188
Equivalence class 107, Tuples from 2232-2232, frequency (1) repeated 191 times, Total Tuples in eqivalence class 107: 191
Equivalence class 108, Tuples from 2233-2233, frequency (1) repeated 197 times, Total Tuples in eqivalence class 108: 197
Equivalence class 109, Tuples from 2234-2235, frequency (2) repeated 201 times, Total Tuples in eqivalence class 109: 402
Equivalence class 110, Tuples from 2236-2236, frequency (1) repeated 206 times, Total Tuples in eqivalence class 110: 206
Equivalence class 111, Tuples from 2237-2237, frequency (1) repeated 208 times, Total Tuples in eqivalence class 111: 208
Equivalence class 112, Tuples from 2238-2238, frequency (1) repeated 228 times, Total Tuples in eqivalence class 112: 228
Equivalence class 113, Tuples from 2239-2240, frequency (2) repeated 230 times, Total Tuples in eqivalence class 113: 460
Equivalence class 114, Tuples from 2241-2241, frequency (1) repeated 234 times, Total Tuples in eqivalence class 114: 234
Equivalence class 115, Tuples from 2242-2242, frequency (1) repeated 274 times, Total Tuples in eqivalence class 115: 274
Equivalence class 116, Tuples from 2243-2243, frequency (1) repeated 279 times, Total Tuples in eqivalence class 116: 279
Equivalence class 117, Tuples from 2244-2244, frequency (1) repeated 283 times, Total Tuples in eqivalence class 117: 283
Equivalence class 118, Tuples from 2245-2245, frequency (1) repeated 294 times, Total Tuples in eqivalence class 118: 294
Equivalence class 119, Tuples from 2246-2246, frequency (1) repeated 296 times, Total Tuples in eqivalence class 119: 296
Equivalence class 120, Tuples from 2247-2247, frequency (1) repeated 304 times, Total Tuples in eqivalence class 120: 304
Equivalence class 121, Tuples from 2248-2248, frequency (1) repeated 305 times, Total Tuples in eqivalence class 121: 305
Equivalence class 122, Tuples from 2249-2249, frequency (1) repeated 306 times, Total Tuples in eqivalence class 122: 306
Equivalence class 123, Tuples from 2250-2250, frequency (1) repeated 328 times, Total Tuples in eqivalence class 123: 328
Equivalence class 124, Tuples from 2251-2251, frequency (1) repeated 330 times, Total Tuples in eqivalence class 124: 330
Equivalence class 125, Tuples from 2252-2252, frequency (1) repeated 344 times, Total Tuples in eqivalence class 125: 344
Equivalence class 126, Tuples from 2253-2254, frequency (2) repeated 351 times, Total Tuples in eqivalence class 126: 702
Equivalence class 127, Tuples from 2255-2255, frequency (1) repeated 354 times, Total Tuples in eqivalence class 127: 354
Equivalence class 128, Tuples from 2256-2256, frequency (1) repeated 381 times, Total Tuples in eqivalence class 128: 381
Equivalence class 129, Tuples from 2257-2257, frequency (1) repeated 477 times, Total Tuples in eqivalence class 129: 477
Equivalence class 130, Tuples from 2258-2258, frequency (1) repeated 478 times, Total Tuples in eqivalence class 130: 478
Equivalence class 131, Tuples from 2259-2259, frequency (1) repeated 495 times, Total Tuples in eqivalence class 131: 495
Equivalence class 132, Tuples from 2260-2260, frequency (1) repeated 565 times, Total Tuples in eqivalence class 132: 565
Equivalence class 133, Tuples from 2261-2261, frequency (1) repeated 570 times, Total Tuples in eqivalence class 133: 570
Equivalence class 134, Tuples from 2262-2262, frequency (1) repeated 582 times, Total Tuples in eqivalence class 134: 582
Equivalence class 135, Tuples from 2263-2263, frequency (1) repeated 593 times, Total Tuples in eqivalence class 135: 593
Equivalence class 136, Tuples from 2264-2264, frequency (1) repeated 606 times, Total Tuples in eqivalence class 136: 606
Equivalence class 137, Tuples from 2265-2265, frequency (1) repeated 617 times, Total Tuples in eqivalence class 137: 617
Equivalence class 138, Tuples from 2266-2266, frequency (1) repeated 624 times, Total Tuples in eqivalence class 138: 624
Equivalence class 139, Tuples from 2267-2267, frequency (1) repeated 635 times, Total Tuples in eqivalence class 139: 635
Equivalence class 140, Tuples from 2268-2268, frequency (1) repeated 754 times, Total Tuples in eqivalence class 140: 754
Equivalence class 141, Tuples from 2269-2269, frequency (1) repeated 813 times, Total Tuples in eqivalence class 141: 813
Equivalence class 142, Tuples from 2270-2270, frequency (1) repeated 944 times, Total Tuples in eqivalence class 142: 944
Equivalence class 143, Tuples from 2271-2271, frequency (1) repeated 961 times, Total Tuples in eqivalence class 143: 961
Equivalence class 144, Tuples from 2272-2272, frequency (1) repeated 1100 times, Total Tuples in eqivalence class 144: 1100
Equivalence class 145, Tuples from 2273-2273, frequency (1) repeated 1130 times, Total Tuples in eqivalence class 145: 1130
Equivalence class 146, Tuples from 2274-2274, frequency (1) repeated 1371 times, Total Tuples in eqivalence class 146: 1371
Equivalence class 147, Tuples from 2275-2275, frequency (1) repeated 2220 times, Total Tuples in eqivalence class 147: 2220
Equivalence class 148, Tuples from 2276-2276, frequency (1) repeated 3115 times, Total Tuples in eqivalence class 148: 3115

Number of Distinct Tuples: 2276

Total Equivalence Classes: 148

Suppression of 148 equivalence classes starts at 5/4/2011/ 9:24:49:750

Total time taken in suppressing class 1 00:00:00.0156250
Total CPU time taken in suppres class 1 16
Total time taken in suppressing class 2 00:00:00.0156250
Total CPU time taken in suppres class 2 32
Total time taken in suppressing class 3 00:00:00.0312500
Total CPU time taken in suppres class 3 31
Total time taken in suppressing class 4 00:00:00.0156250
Total CPU time taken in suppres class 4 15
Total time taken in suppressing class 5 00:00:00.0156250
Total CPU time taken in suppres class 5 16
Total time taken in suppressing class 6 00:00:00
Total CPU time taken in suppres class 6 0
Total time taken in suppressing class 7 00:00:00.0156250
Total CPU time taken in suppres class 7 16
Total time taken in suppressing class 8 00:00:00.0156250
Total CPU time taken in suppres class 8 15
Total time taken in suppressing class 9 00:00:00
Total CPU time taken in suppres class 9 0
Total time taken in suppressing class 10 00:00:00.0156250
Total CPU time taken in suppres class 10 16
Total time taken in suppressing class 11 00:00:00.0156250
Total CPU time taken in suppres class 11 16
Total time taken in suppressing class 12 00:00:00
Total CPU time taken in suppres class 12 0
Total time taken in suppressing class 13 00:00:00
Total CPU time taken in suppres class 13 0
Total time taken in suppressing class 14 00:00:00
Total CPU time taken in suppres class 14 0
Total time taken in suppressing class 15 00:00:00
Total CPU time taken in suppres class 15 0
Total time taken in suppressing class 16 00:00:00.0156250
Total CPU time taken in suppres class 16 15
Total time taken in suppressing class 17 00:00:00
Total CPU time taken in suppres class 17 0
Total time taken in suppressing class 18 00:00:00
Total CPU time taken in suppres class 18 0
Total time taken in suppressing class 19 00:00:00
Total CPU time taken in suppres class 19 0
Total time taken in suppressing class 20 00:00:00
Total CPU time taken in suppres class 20 0
Total time taken in suppressing class 21 00:00:00
Total CPU time taken in suppres class 21 0
Total time taken in suppressing class 22 00:00:00
Total CPU time taken in suppres class 22 0
Total time taken in suppressing class 23 00:00:00
Total CPU time taken in suppres class 23 0
Total time taken in suppressing class 24 00:00:00.0156250
Total CPU time taken in suppres class 24 16
Total time taken in suppressing class 25 00:00:00
Total CPU time taken in suppres class 25 0
Total time taken in suppressing class 26 00:00:00
Total CPU time taken in suppres class 26 0
Total time taken in suppressing class 27 00:00:00
Total CPU time taken in suppres class 27 0
Total time taken in suppressing class 28 00:00:00
Total CPU time taken in suppres class 28 0
Total time taken in suppressing class 29 00:00:00
Total CPU time taken in suppres class 29 0
Total time taken in suppressing class 30 00:00:00
Total CPU time taken in suppres class 30 0
Total time taken in suppressing class 31 00:00:00
Total CPU time taken in suppres class 31 0
Total time taken in suppressing class 32 00:00:00.0156250
Total CPU time taken in suppres class 32 15
Total time taken in suppressing class 33 00:00:00
Total CPU time taken in suppres class 33 0
Total time taken in suppressing class 34 00:00:00
Total CPU time taken in suppres class 34 0
Total time taken in suppressing class 35 00:00:00
Total CPU time taken in suppres class 35 0
Total time taken in suppressing class 36 00:00:00
Total CPU time taken in suppres class 36 0
Total time taken in suppressing class 37 00:00:00
Total CPU time taken in suppres class 37 0
Total time taken in suppressing class 38 00:00:00
Total CPU time taken in suppres class 38 0
Total time taken in suppressing class 39 00:00:00
Total CPU time taken in suppres class 39 0
Total time taken in suppressing class 40 00:00:00
Total CPU time taken in suppres class 40 0
Total time taken in suppressing class 41 00:00:00
Total CPU time taken in suppres class 41 0
Total time taken in suppressing class 42 00:00:00
Total CPU time taken in suppres class 42 0
Total time taken in suppressing class 43 00:00:00
Total CPU time taken in suppres class 43 0
Total time taken in suppressing class 44 00:00:00
Total CPU time taken in suppres class 44 0
Total time taken in suppressing class 45 00:00:00
Total CPU time taken in suppres class 45 0
Total time taken in suppressing class 46 00:00:00
Total CPU time taken in suppres class 46 0
Total time taken in suppressing class 47 00:00:00
Total CPU time taken in suppres class 47 0
Total time taken in suppressing class 48 00:00:00
Total CPU time taken in suppres class 48 0
Total time taken in suppressing class 49 00:00:00
Total CPU time taken in suppres class 49 0
Total time taken in suppressing class 50 00:00:00
Total CPU time taken in suppres class 50 0
Total time taken in suppressing class 51 00:00:00
Total CPU time taken in suppres class 51 0
Total time taken in suppressing class 52 00:00:00
Total CPU time taken in suppres class 52 0
Total time taken in suppressing class 53 00:00:00
Total CPU time taken in suppres class 53 0
Total time taken in suppressing class 54 00:00:00
Total CPU time taken in suppres class 54 0
Total time taken in suppressing class 55 00:00:00
Total CPU time taken in suppres class 55 0
Total time taken in suppressing class 56 00:00:00.0156250
Total CPU time taken in suppres class 56 16
Total time taken in suppressing class 57 00:00:00
Total CPU time taken in suppres class 57 0
Total time taken in suppressing class 58 00:00:00
Total CPU time taken in suppres class 58 0
Total time taken in suppressing class 59 00:00:00
Total CPU time taken in suppres class 59 0
Total time taken in suppressing class 60 00:00:00
Total CPU time taken in suppres class 60 0
Total time taken in suppressing class 61 00:00:00
Total CPU time taken in suppres class 61 0
Total time taken in suppressing class 62 00:00:00
Total CPU time taken in suppres class 62 0
Total time taken in suppressing class 63 00:00:00
Total CPU time taken in suppres class 63 0
Total time taken in suppressing class 64 00:00:00
Total CPU time taken in suppres class 64 0
Total time taken in suppressing class 65 00:00:00
Total CPU time taken in suppres class 65 0
Total time taken in suppressing class 66 00:00:00.0156250
Total CPU time taken in suppres class 66 15
Total time taken in suppressing class 67 00:00:00
Total CPU time taken in suppres class 67 0
Total time taken in suppressing class 68 00:00:00
Total CPU time taken in suppres class 68 0
Total time taken in suppressing class 69 00:00:00
Total CPU time taken in suppres class 69 0
Total time taken in suppressing class 70 00:00:00
Total CPU time taken in suppres class 70 0
Total time taken in suppressing class 71 00:00:00
Total CPU time taken in suppres class 71 0
Total time taken in suppressing class 72 00:00:00
Total CPU time taken in suppres class 72 0
Total time taken in suppressing class 73 00:00:00
Total CPU time taken in suppres class 73 0
Total time taken in suppressing class 74 00:00:00
Total CPU time taken in suppres class 74 0
Total time taken in suppressing class 75 00:00:00
Total CPU time taken in suppres class 75 0
Total time taken in suppressing class 76 00:00:00
Total CPU time taken in suppres class 76 0
Total time taken in suppressing class 77 00:00:00.0156250
Total CPU time taken in suppres class 77 16
Total time taken in suppressing class 78 00:00:00
Total CPU time taken in suppres class 78 0
Total time taken in suppressing class 79 00:00:00
Total CPU time taken in suppres class 79 0
Total time taken in suppressing class 80 00:00:00
Total CPU time taken in suppres class 80 0
Total time taken in suppressing class 81 00:00:00
Total CPU time taken in suppres class 81 0
Total time taken in suppressing class 82 00:00:00
Total CPU time taken in suppres class 82 0
Total time taken in suppressing class 83 00:00:00
Total CPU time taken in suppres class 83 0
Total time taken in suppressing class 84 00:00:00
Total CPU time taken in suppres class 84 0
Total time taken in suppressing class 85 00:00:00
Total CPU time taken in suppres class 85 0
Total time taken in suppressing class 86 00:00:00
Total CPU time taken in suppres class 86 0
Total time taken in suppressing class 87 00:00:00
Total CPU time taken in suppres class 87 0
Total time taken in suppressing class 88 00:00:00
Total CPU time taken in suppres class 88 0
Total time taken in suppressing class 89 00:00:00.0156250
Total CPU time taken in suppres class 89 16
Total time taken in suppressing class 90 00:00:00
Total CPU time taken in suppres class 90 0
Total time taken in suppressing class 91 00:00:00
Total CPU time taken in suppres class 91 0
Total time taken in suppressing class 92 00:00:00
Total CPU time taken in suppres class 92 0
Total time taken in suppressing class 93 00:00:00
Total CPU time taken in suppres class 93 0
Total time taken in suppressing class 94 00:00:00
Total CPU time taken in suppres class 94 0
Total time taken in suppressing class 95 00:00:00
Total CPU time taken in suppres class 95 0
Total time taken in suppressing class 96 00:00:00
Total CPU time taken in suppres class 96 0
Total time taken in suppressing class 97 00:00:00
Total CPU time taken in suppres class 97 0
Total time taken in suppressing class 98 00:00:00
Total CPU time taken in suppres class 98 0
Total time taken in suppressing class 99 00:00:00.0156250
Total CPU time taken in suppres class 99 15
Total time taken in suppressing class 100 00:00:00
Total CPU time taken in suppres class 100 0
Total time taken in suppressing class 101 00:00:00
Total CPU time taken in suppres class 101 0
Total time taken in suppressing class 102 00:00:00
Total CPU time taken in suppres class 102 0
Total time taken in suppressing class 103 00:00:00
Total CPU time taken in suppres class 103 0
Total time taken in suppressing class 104 00:00:00.0156250
Total CPU time taken in suppres class 104 16
Total time taken in suppressing class 105 00:00:00
Total CPU time taken in suppres class 105 0
Total time taken in suppressing class 106 00:00:00
Total CPU time taken in suppres class 106 0
Total time taken in suppressing class 107 00:00:00
Total CPU time taken in suppres class 107 0
Total time taken in suppressing class 108 00:00:00
Total CPU time taken in suppres class 108 0
Total time taken in suppressing class 109 00:00:00
Total CPU time taken in suppres class 109 0
Total time taken in suppressing class 110 00:00:00
Total CPU time taken in suppres class 110 0
Total time taken in suppressing class 111 00:00:00.0156250
Total CPU time taken in suppres class 111 15
Total time taken in suppressing class 112 00:00:00
Total CPU time taken in suppres class 112 0
Total time taken in suppressing class 113 00:00:00
Total CPU time taken in suppres class 113 0
Total time taken in suppressing class 114 00:00:00
Total CPU time taken in suppres class 114 0
Total time taken in suppressing class 115 00:00:00
Total CPU time taken in suppres class 115 0
Total time taken in suppressing class 116 00:00:00
Total CPU time taken in suppres class 116 0
Total time taken in suppressing class 117 00:00:00.0156250
Total CPU time taken in suppres class 117 16
Total time taken in suppressing class 118 00:00:00
Total CPU time taken in suppres class 118 0
Total time taken in suppressing class 119 00:00:00
Total CPU time taken in suppres class 119 0
Total time taken in suppressing class 120 00:00:00
Total CPU time taken in suppres class 120 0
Total time taken in suppressing class 121 00:00:00
Total CPU time taken in suppres class 121 0
Total time taken in suppressing class 122 00:00:00.0156250
Total CPU time taken in suppres class 122 16
Total time taken in suppressing class 123 00:00:00
Total CPU time taken in suppres class 123 0
Total time taken in suppressing class 124 00:00:00
Total CPU time taken in suppres class 124 0
Total time taken in suppressing class 125 00:00:00
Total CPU time taken in suppres class 125 0
Total time taken in suppressing class 126 00:00:00.0156250
Total CPU time taken in suppres class 126 15
Total time taken in suppressing class 127 00:00:00
Total CPU time taken in suppres class 127 0
Total time taken in suppressing class 128 00:00:00
Total CPU time taken in suppres class 128 0
Total time taken in suppressing class 129 00:00:00
Total CPU time taken in suppres class 129 0
Total time taken in suppressing class 130 00:00:00
Total CPU time taken in suppres class 130 0
Total time taken in suppressing class 131 00:00:00
Total CPU time taken in suppres class 131 0
Total time taken in suppressing class 132 00:00:00
Total CPU time taken in suppres class 132 0
Total time taken in suppressing class 133 00:00:00.0156250
Total CPU time taken in suppres class 133 16
Total time taken in suppressing class 134 00:00:00
Total CPU time taken in suppres class 134 0
Total time taken in suppressing class 135 00:00:00
Total CPU time taken in suppres class 135 0
Total time taken in suppressing class 136 00:00:00
Total CPU time taken in suppres class 136 0
Total time taken in suppressing class 137 00:00:00
Total CPU time taken in suppres class 137 0
Total time taken in suppressing class 138 00:00:00.0156250
Total CPU time taken in suppres class 138 16
Total time taken in suppressing class 139 00:00:00
Total CPU time taken in suppres class 139 0
Total time taken in suppressing class 140 00:00:00
Total CPU time taken in suppres class 140 0
Total time taken in suppressing class 141 00:00:00.0156250
Total CPU time taken in suppres class 141 15
Total time taken in suppressing class 142 00:00:00.0156250
Total CPU time taken in suppres class 142 16
Total time taken in suppressing class 143 00:00:00
Total CPU time taken in suppres class 143 0
Total time taken in suppressing class 144 00:00:00.0156250
Total CPU time taken in suppres class 144 16
Total time taken in suppressing class 145 00:00:00
Total CPU time taken in suppres class 145 0
Total time taken in suppressing class 146 00:00:00.0156250
Total CPU time taken in suppres class 146 15
Total time taken in suppressing class 147 00:00:00.0312500
Total CPU time taken in suppres class 147 32
Total time taken in suppressing class 148 00:00:00.0312500
Total CPU time taken in suppres class 148 31

Suppression of 149 classes ends at 5/4/2011/ 9:26:1:953
Suppression of 149 classes took CPU milliseconds 532

age Distribution Distance After Suppressing Class 1 : 0.0306741722746644
age Distribution Distance After Suppressing Class 2 : 0.0509029099221709
age Distribution Distance After Suppressing Class 3 : 0.0711866614385894
age Distribution Distance After Suppressing Class 4 : 0.0884256807938115
age Distribution Distance After Suppressing Class 5 : 0.103602435119539
age Distribution Distance After Suppressing Class 6 : 0.114186235152653
age Distribution Distance After Suppressing Class 7 : 0.126969267108921
age Distribution Distance After Suppressing Class 8 : 0.136542442817626
age Distribution Distance After Suppressing Class 9 : 0.146299171169382
age Distribution Distance After Suppressing Class 10 : 0.156004037412664
age Distribution Distance After Suppressing Class 11 : 0.166319534366138
age Distribution Distance After Suppressing Class 12 : 0.17539679860975
age Distribution Distance After Suppressing Class 13 : 0.183322102446099
age Distribution Distance After Suppressing Class 14 : 0.193950797456671
age Distribution Distance After Suppressing Class 15 : 0.203801578745634
age Distribution Distance After Suppressing Class 16 : 0.219210585331477
age Distribution Distance After Suppressing Class 17 : 0.226038157255354
age Distribution Distance After Suppressing Class 18 : 0.239053651997294
age Distribution Distance After Suppressing Class 19 : 0.413251914559158
age Distribution Distance After Suppressing Class 20 : 0.419943937956051
age Distribution Distance After Suppressing Class 21 : 0.430991142120905
age Distribution Distance After Suppressing Class 22 : 0.436831213493124
age Distribution Distance After Suppressing Class 23 : 0.442969143445341
age Distribution Distance After Suppressing Class 24 : 0.44483972892339
age Distribution Distance After Suppressing Class 25 : 0.456563569042713
age Distribution Distance After Suppressing Class 26 : 0.464536887841371
age Distribution Distance After Suppressing Class 27 : 0.470009084564246
age Distribution Distance After Suppressing Class 28 : 0.476542050004131
age Distribution Distance After Suppressing Class 29 : 0.481502390121333
age Distribution Distance After Suppressing Class 30 : 0.489863332048102
age Distribution Distance After Suppressing Class 31 : 0.499553367987547
age Distribution Distance After Suppressing Class 32 : 0.504874001563858
age Distribution Distance After Suppressing Class 33 : 0.510246765486514
age Distribution Distance After Suppressing Class 34 : 0.516941771162057
age Distribution Distance After Suppressing Class 35 : 0.522857499814008
age Distribution Distance After Suppressing Class 36 : 0.531819067354084
age Distribution Distance After Suppressing Class 37 : 0.53684448970012
age Distribution Distance After Suppressing Class 38 : 0.542977920801804
age Distribution Distance After Suppressing Class 39 : 0.544629499344006
age Distribution Distance After Suppressing Class 40 : 0.550038730898911
age Distribution Distance After Suppressing Class 41 : 0.555407643121326
age Distribution Distance After Suppressing Class 42 : 0.562328647765687
age Distribution Distance After Suppressing Class 43 : 0.564082583852878
age Distribution Distance After Suppressing Class 44 : 0.567857260394792
age Distribution Distance After Suppressing Class 45 : 0.571951468496956
age Distribution Distance After Suppressing Class 46 : 0.577842724254925
age Distribution Distance After Suppressing Class 47 : 0.579937703912588
age Distribution Distance After Suppressing Class 48 : 0.584106619389554
age Distribution Distance After Suppressing Class 49 : 0.586528820966102
age Distribution Distance After Suppressing Class 50 : 0.598178174863587
age Distribution Distance After Suppressing Class 51 : 0.600404401094171
age Distribution Distance After Suppressing Class 52 : 0.602902379265064
age Distribution Distance After Suppressing Class 53 : 0.607534419741874
age Distribution Distance After Suppressing Class 54 : 0.615320234572912
age Distribution Distance After Suppressing Class 55 : 0.620416454237524
age Distribution Distance After Suppressing Class 56 : 0.636204730766725
age Distribution Distance After Suppressing Class 57 : 0.641270899734116
age Distribution Distance After Suppressing Class 58 : 0.644474087209487
age Distribution Distance After Suppressing Class 59 : 0.647226782408717
age Distribution Distance After Suppressing Class 60 : 0.65342466901152
age Distribution Distance After Suppressing Class 61 : 0.65691462884608
age Distribution Distance After Suppressing Class 62 : 0.666571060111299
age Distribution Distance After Suppressing Class 63 : 0.669518560445606
age Distribution Distance After Suppressing Class 64 : 0.676356592520976
age Distribution Distance After Suppressing Class 65 : 0.682556674713358
age Distribution Distance After Suppressing Class 66 : 0.688885763355076
age Distribution Distance After Suppressing Class 67 : 0.698594114308
age Distribution Distance After Suppressing Class 68 : 0.701940822427292
age Distribution Distance After Suppressing Class 69 : 0.705387492636066
age Distribution Distance After Suppressing Class 70 : 0.716690876513802
age Distribution Distance After Suppressing Class 71 : 0.720509982560937
age Distribution Distance After Suppressing Class 72 : 0.727853345639787
age Distribution Distance After Suppressing Class 73 : 0.731636917435541
age Distribution Distance After Suppressing Class 74 : 0.740461053878718
age Distribution Distance After Suppressing Class 75 : 0.744547617912768
age Distribution Distance After Suppressing Class 76 : 0.748698113657889
age Distribution Distance After Suppressing Class 77 : 0.752913345733125
age Distribution Distance After Suppressing Class 78 : 0.757194139966527
age Distribution Distance After Suppressing Class 79 : 0.761687518748998
age Distribution Distance After Suppressing Class 80 : 0.767013914598923
age Distribution Distance After Suppressing Class 81 : 0.771452865727161
age Distribution Distance After Suppressing Class 82 : 0.781508661160367
age Distribution Distance After Suppressing Class 83 : 0.786369519215509
age Distribution Distance After Suppressing Class 84 : 0.797268820116638
age Distribution Distance After Suppressing Class 85 : 0.807175168609436
age Distribution Distance After Suppressing Class 86 : 0.812148673659289
age Distribution Distance After Suppressing Class 87 : 0.817196797926272
age Distribution Distance After Suppressing Class 88 : 0.822320651304844
age Distribution Distance After Suppressing Class 89 : 0.827711061642226
age Distribution Distance After Suppressing Class 90 : 0.834882080687257
age Distribution Distance After Suppressing Class 91 : 0.840925603133953
age Distribution Distance After Suppressing Class 92 : 0.847614138051055
age Distribution Distance After Suppressing Class 93 : 0.862537036030668
age Distribution Distance After Suppressing Class 94 : 0.869490119073998
age Distribution Distance After Suppressing Class 95 : 0.876644125376403
age Distribution Distance After Suppressing Class 96 : 0.885975075163028
age Distribution Distance After Suppressing Class 97 : 0.893383677939369
age Distribution Distance After Suppressing Class 98 : 0.90090369861253
age Distribution Distance After Suppressing Class 99 : 0.91117005626985
age Distribution Distance After Suppressing Class 100 : 0.930515897468318
age Distribution Distance After Suppressing Class 101 : 0.947420240844087
age Distribution Distance After Suppressing Class 102 : 0.959501141341558
age Distribution Distance After Suppressing Class 103 : 0.981390969904975
age Distribution Distance After Suppressing Class 104 : 0.995083978164506
age Distribution Distance After Suppressing Class 105 : 1.00993729093328
age Distribution Distance After Suppressing Class 106 : 1.0196916728948
age Distribution Distance After Suppressing Class 107 : 1.03640693557893
age Distribution Distance After Suppressing Class 108 : 1.05481250475342
age Distribution Distance After Suppressing Class 109 : 1.08553832683776
age Distribution Distance After Suppressing Class 110 : 1.09647867798134
age Distribution Distance After Suppressing Class 111 : 1.10766239863114
age Distribution Distance After Suppressing Class 112 : 1.12008392603993
age Distribution Distance After Suppressing Class 113 : 1.14495204650871
age Distribution Distance After Suppressing Class 114 : 1.15806793168264
age Distribution Distance After Suppressing Class 115 : 1.17367379847378
age Distribution Distance After Suppressing Class 116 : 1.18984861188996
age Distribution Distance After Suppressing Class 117 : 1.2056068637655
age Distribution Distance After Suppressing Class 118 : 1.22297311465061
age Distribution Distance After Suppressing Class 119 : 1.24080411966207
age Distribution Distance After Suppressing Class 120 : 1.25882665964259
age Distribution Distance After Suppressing Class 121 : 1.27757852885918
age Distribution Distance After Suppressing Class 122 : 1.2967945119967
age Distribution Distance After Suppressing Class 123 : 1.31785995579036
age Distribution Distance After Suppressing Class 124 : 1.33956548572115
age Distribution Distance After Suppressing Class 125 : 1.36276563447583
age Distribution Distance After Suppressing Class 126 : 1.41205880051046
age Distribution Distance After Suppressing Class 127 : 1.43798341132007
age Distribution Distance After Suppressing Class 128 : 1.46241980733125
age Distribution Distance After Suppressing Class 129 : 1.49858178061636
age Distribution Distance After Suppressing Class 130 : 1.55371186128903
age Distribution Distance After Suppressing Class 131 : 1.592847556745
age Distribution Distance After Suppressing Class 132 : 1.67714323626215
age Distribution Distance After Suppressing Class 133 : 1.80212082115135
age Distribution Distance After Suppressing Class 134 : 1.84433777874544
age Distribution Distance After Suppressing Class 135 : 1.89546878284713
age Distribution Distance After Suppressing Class 136 : 1.96020398861307
age Distribution Distance After Suppressing Class 137 : 2.01150604160358
age Distribution Distance After Suppressing Class 138 : 2.06655986573853
age Distribution Distance After Suppressing Class 139 : 2.12628642575414
age Distribution Distance After Suppressing Class 140 : 2.20279562840939
age Distribution Distance After Suppressing Class 141 : 2.29333639771163
age Distribution Distance After Suppressing Class 142 : 2.41140291704576
age Distribution Distance After Suppressing Class 143 : 8.58003350979478
age Distribution Distance After Suppressing Class 144 : 8.76309187593252
age Distribution Distance After Suppressing Class 145 : 14.9966129721534
age Distribution Distance After Suppressing Class 146 : 15.2016457959892
age Distribution Distance After Suppressing Class 147 : 15.6839950204639
age Distribution Distance After Suppressing Class 148 : 37.3443421623562

workclass Distribution Distance After Suppressing Class 1 : 0.0307880341289839
workclass Distribution Distance After Suppressing Class 2 : 0.0517763463515581
workclass Distribution Distance After Suppressing Class 3 : 0.0838072567970793
workclass Distribution Distance After Suppressing Class 4 : 0.100750726925269
workclass Distribution Distance After Suppressing Class 5 : 0.115520594963168
workclass Distribution Distance After Suppressing Class 6 : 0.126389630610546
workclass Distribution Distance After Suppressing Class 7 : 0.138829205947048
workclass Distribution Distance After Suppressing Class 8 : 0.148047188448333
workclass Distribution Distance After Suppressing Class 9 : 0.158478257561764
workclass Distribution Distance After Suppressing Class 10 : 0.167829180868704
workclass Distribution Distance After Suppressing Class 11 : 0.177097358438226
workclass Distribution Distance After Suppressing Class 12 : 0.186326311217876
workclass Distribution Distance After Suppressing Class 13 : 0.195216511335651
workclass Distribution Distance After Suppressing Class 14 : 0.207054120518152
workclass Distribution Distance After Suppressing Class 15 : 0.217901135285458
workclass Distribution Distance After Suppressing Class 16 : 0.231460672150715
workclass Distribution Distance After Suppressing Class 17 : 0.238692994601096
workclass Distribution Distance After Suppressing Class 18 : 0.248187890312635
workclass Distribution Distance After Suppressing Class 19 : 0.261458644962878
workclass Distribution Distance After Suppressing Class 20 : 0.268963682864657
workclass Distribution Distance After Suppressing Class 21 : 0.282396527264267
workclass Distribution Distance After Suppressing Class 22 : 0.289232324764049
workclass Distribution Distance After Suppressing Class 23 : 0.296893474388434
workclass Distribution Distance After Suppressing Class 24 : 0.299082826457923
workclass Distribution Distance After Suppressing Class 25 : 0.313018416495148
workclass Distribution Distance After Suppressing Class 26 : 0.321585530834963
workclass Distribution Distance After Suppressing Class 27 : 0.327605182230215
workclass Distribution Distance After Suppressing Class 28 : 0.334765481121913
workclass Distribution Distance After Suppressing Class 29 : 0.33993564184473
workclass Distribution Distance After Suppressing Class 30 : 0.349577430115053
workclass Distribution Distance After Suppressing Class 31 : 0.361691952050408
workclass Distribution Distance After Suppressing Class 32 : 0.368702597516547
workclass Distribution Distance After Suppressing Class 33 : 0.377135581907223
workclass Distribution Distance After Suppressing Class 34 : 0.38640433395998
workclass Distribution Distance After Suppressing Class 35 : 0.392702133164146
workclass Distribution Distance After Suppressing Class 36 : 0.403307973044631
workclass Distribution Distance After Suppressing Class 37 : 0.408227493618019
workclass Distribution Distance After Suppressing Class 38 : 0.418383536284169
workclass Distribution Distance After Suppressing Class 39 : 0.419856422411691
workclass Distribution Distance After Suppressing Class 40 : 0.425237740607808
workclass Distribution Distance After Suppressing Class 41 : 0.432824869949221
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workclass Distribution Distance After Suppressing Class 83 : 0.767458193716382
workclass Distribution Distance After Suppressing Class 84 : 0.782464736752154
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marital-status Distribution Distance After Suppressing Class 95 : 0.711430953773282
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marital-status Distribution Distance After Suppressing Class 97 : 0.728474459657039
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marital-status Distribution Distance After Suppressing Class 103 : 0.8109093595617
marital-status Distribution Distance After Suppressing Class 104 : 0.819513709873934
marital-status Distribution Distance After Suppressing Class 105 : 0.82848022978609
marital-status Distribution Distance After Suppressing Class 106 : 0.837974635826913
marital-status Distribution Distance After Suppressing Class 107 : 0.847759758112354
marital-status Distribution Distance After Suppressing Class 108 : 0.862828332925429
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marital-status Distribution Distance After Suppressing Class 125 : 1.20498972419929
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sex Distribution Distance After Suppressing Class 96 : 0.718208455293347
sex Distribution Distance After Suppressing Class 97 : 0.725440387475335
sex Distribution Distance After Suppressing Class 98 : 0.732774858891843
sex Distribution Distance After Suppressing Class 99 : 0.74292665833866
sex Distribution Distance After Suppressing Class 100 : 0.761747157689949
sex Distribution Distance After Suppressing Class 101 : 0.781243597602345
sex Distribution Distance After Suppressing Class 102 : 0.789651598448612
sex Distribution Distance After Suppressing Class 103 : 0.81041159346164
sex Distribution Distance After Suppressing Class 104 : 0.819221928045595
sex Distribution Distance After Suppressing Class 105 : 0.828367912399595
sex Distribution Distance After Suppressing Class 106 : 0.838012983894354
sex Distribution Distance After Suppressing Class 107 : 0.847910776216831
sex Distribution Distance After Suppressing Class 108 : 0.858225982485309
sex Distribution Distance After Suppressing Class 109 : 0.879620442452753
sex Distribution Distance After Suppressing Class 110 : 0.890768645707348
sex Distribution Distance After Suppressing Class 111 : 0.902156073807591
sex Distribution Distance After Suppressing Class 112 : 0.914793346647007
sex Distribution Distance After Suppressing Class 113 : 0.944168419950397
sex Distribution Distance After Suppressing Class 114 : 0.957487723514178
sex Distribution Distance After Suppressing Class 115 : 0.973318947864856
sex Distribution Distance After Suppressing Class 116 : 0.989707927787191
sex Distribution Distance After Suppressing Class 117 : 1.00661851195934
sex Distribution Distance After Suppressing Class 118 : 1.02450302432493
sex Distribution Distance After Suppressing Class 119 : 1.04284723654346
sex Distribution Distance After Suppressing Class 120 : 1.06205394882297
sex Distribution Distance After Suppressing Class 121 : 1.08171218958785
sex Distribution Distance After Suppressing Class 122 : 1.10454531977742
sex Distribution Distance After Suppressing Class 123 : 1.12613841601854
sex Distribution Distance After Suppressing Class 124 : 1.15207637631042
sex Distribution Distance After Suppressing Class 125 : 1.18073509537718
sex Distribution Distance After Suppressing Class 126 : 1.22862408960094
sex Distribution Distance After Suppressing Class 127 : 1.26006726984983
sex Distribution Distance After Suppressing Class 128 : 1.29644491754986
sex Distribution Distance After Suppressing Class 129 : 1.34636849684861
sex Distribution Distance After Suppressing Class 130 : 1.40237357200329
sex Distribution Distance After Suppressing Class 131 : 1.46841797678764
sex Distribution Distance After Suppressing Class 132 : 1.50874813749687
sex Distribution Distance After Suppressing Class 133 : 1.55120141126978
sex Distribution Distance After Suppressing Class 134 : 1.59654656096061
sex Distribution Distance After Suppressing Class 135 : 1.69028825008372
sex Distribution Distance After Suppressing Class 136 : 1.7398602514243
sex Distribution Distance After Suppressing Class 137 : 1.79306595100306
sex Distribution Distance After Suppressing Class 138 : 1.85000479022916
sex Distribution Distance After Suppressing Class 139 : 1.97683353422933
sex Distribution Distance After Suppressing Class 140 : 2.05039520968842
sex Distribution Distance After Suppressing Class 141 : 2.13648052542654
sex Distribution Distance After Suppressing Class 142 : 2.42695282049893
sex Distribution Distance After Suppressing Class 143 : 2.53961434993361
sex Distribution Distance After Suppressing Class 144 : 13.378983414221
sex Distribution Distance After Suppressing Class 145 : 13.5306429127868
sex Distribution Distance After Suppressing Class 146 : 13.7533844435069
sex Distribution Distance After Suppressing Class 147 : 14.2773942219958
sex Distribution Distance After Suppressing Class 148 : 37.8085478590259

native-country Distribution Distance After Suppressing Class 1 : 0.0316442830250906
native-country Distribution Distance After Suppressing Class 2 : 0.0531709092973079
native-country Distribution Distance After Suppressing Class 3 : 0.075495713467515
native-country Distribution Distance After Suppressing Class 4 : 0.0939864132703806
native-country Distribution Distance After Suppressing Class 5 : 0.110312169148896
native-country Distribution Distance After Suppressing Class 6 : 0.122667255219103
native-country Distribution Distance After Suppressing Class 7 : 0.137837205865035
native-country Distribution Distance After Suppressing Class 8 : 0.149566311079501
native-country Distribution Distance After Suppressing Class 9 : 0.162662791841575
native-country Distribution Distance After Suppressing Class 10 : 0.175145112740342
native-country Distribution Distance After Suppressing Class 11 : 0.189500491529391
native-country Distribution Distance After Suppressing Class 12 : 0.199707199619878
native-country Distribution Distance After Suppressing Class 13 : 0.210585143107719
native-country Distribution Distance After Suppressing Class 14 : 0.225775200984126
native-country Distribution Distance After Suppressing Class 15 : 0.237365342789011
native-country Distribution Distance After Suppressing Class 16 : 0.257045433101172
native-country Distribution Distance After Suppressing Class 17 : 0.271801468640531
native-country Distribution Distance After Suppressing Class 18 : 0.280059209609936
native-country Distribution Distance After Suppressing Class 19 : 0.294536335358508
native-country Distribution Distance After Suppressing Class 20 : 0.308076573397366
native-country Distribution Distance After Suppressing Class 21 : 0.343190944195826
native-country Distribution Distance After Suppressing Class 22 : 0.348739951731546
native-country Distribution Distance After Suppressing Class 23 : 0.35554677849187
native-country Distribution Distance After Suppressing Class 24 : 0.357873983062825
native-country Distribution Distance After Suppressing Class 25 : 0.374342503497142
native-country Distribution Distance After Suppressing Class 26 : 0.384485093999966
native-country Distribution Distance After Suppressing Class 27 : 0.389435555565542
native-country Distribution Distance After Suppressing Class 28 : 0.403168166032716
native-country Distribution Distance After Suppressing Class 29 : 0.412373608380244
native-country Distribution Distance After Suppressing Class 30 : 0.425640448693328
native-country Distribution Distance After Suppressing Class 31 : 0.434880746434347
native-country Distribution Distance After Suppressing Class 32 : 0.921424766360733
native-country Distribution Distance After Suppressing Class 33 : 0.926382903804701
native-country Distribution Distance After Suppressing Class 34 : 0.932795877206497
native-country Distribution Distance After Suppressing Class 35 : 0.938100586871624
native-country Distribution Distance After Suppressing Class 36 : 0.957116904224216
native-country Distribution Distance After Suppressing Class 37 : 0.961470736725562
native-country Distribution Distance After Suppressing Class 38 : 0.969206349053259
native-country Distribution Distance After Suppressing Class 39 : 0.970742610408297
native-country Distribution Distance After Suppressing Class 40 : 0.975477819920145
native-country Distribution Distance After Suppressing Class 41 : 0.980346156668088
native-country Distribution Distance After Suppressing Class 42 : 0.987020869279592
native-country Distribution Distance After Suppressing Class 43 : 0.988733775878652
native-country Distribution Distance After Suppressing Class 44 : 0.992322489091757
native-country Distribution Distance After Suppressing Class 45 : 1.00910722110268
native-country Distribution Distance After Suppressing Class 46 : 1.01475179829893
native-country Distribution Distance After Suppressing Class 47 : 1.01667802635367
native-country Distribution Distance After Suppressing Class 48 : 1.02326485113915
native-country Distribution Distance After Suppressing Class 49 : 1.02527567461615
native-country Distribution Distance After Suppressing Class 50 : 1.50662926083282
native-country Distribution Distance After Suppressing Class 51 : 1.50881505547515
native-country Distribution Distance After Suppressing Class 52 : 1.51104430778123
native-country Distribution Distance After Suppressing Class 53 : 1.51559406640582
native-country Distribution Distance After Suppressing Class 54 : 1.52256873671055
native-country Distribution Distance After Suppressing Class 55 : 1.53121978755577
native-country Distribution Distance After Suppressing Class 56 : 1.54579418175762
native-country Distribution Distance After Suppressing Class 57 : 1.55076992612047
native-country Distribution Distance After Suppressing Class 58 : 1.55338765410573
native-country Distribution Distance After Suppressing Class 59 : 1.55609262100068
native-country Distribution Distance After Suppressing Class 60 : 1.56160159253969
native-country Distribution Distance After Suppressing Class 61 : 1.56440598726507
native-country Distribution Distance After Suppressing Class 62 : 1.5729796638287
native-country Distribution Distance After Suppressing Class 63 : 1.5758915896607
native-country Distribution Distance After Suppressing Class 64 : 1.58190206316673
native-country Distribution Distance After Suppressing Class 65 : 1.5880240167238
native-country Distribution Distance After Suppressing Class 66 : 1.59425887652804
native-country Distribution Distance After Suppressing Class 67 : 1.60379418887412
native-country Distribution Distance After Suppressing Class 68 : 1.60707322997769
native-country Distribution Distance After Suppressing Class 69 : 1.61044590737109
native-country Distribution Distance After Suppressing Class 70 : 1.62074506230433
native-country Distribution Distance After Suppressing Class 71 : 1.63163210713786
native-country Distribution Distance After Suppressing Class 72 : 1.65069718364564
native-country Distribution Distance After Suppressing Class 73 : 1.65437405924757
native-country Distribution Distance After Suppressing Class 74 : 1.66210712968478
native-country Distribution Distance After Suppressing Class 75 : 1.66607808043918
native-country Distribution Distance After Suppressing Class 76 : 1.67010481862858
native-country Distribution Distance After Suppressing Class 77 : 1.67418781843942
native-country Distribution Distance After Suppressing Class 78 : 1.67832756405527
native-country Distribution Distance After Suppressing Class 79 : 1.68252454987805
native-country Distribution Distance After Suppressing Class 80 : 1.68677928075606
native-country Distribution Distance After Suppressing Class 81 : 1.69109227221917
native-country Distribution Distance After Suppressing Class 82 : 2.37641847357053
native-country Distribution Distance After Suppressing Class 83 : 2.38093924706598
native-country Distribution Distance After Suppressing Class 84 : 2.39011768962185
native-country Distribution Distance After Suppressing Class 85 : 2.39945117648165
native-country Distribution Distance After Suppressing Class 86 : 2.40432525664163
native-country Distribution Distance After Suppressing Class 87 : 2.4092631628455
native-country Distribution Distance After Suppressing Class 88 : 2.41426554451702
native-country Distribution Distance After Suppressing Class 89 : 2.41951770483971
native-country Distribution Distance After Suppressing Class 90 : 2.42511526732286
native-country Distribution Distance After Suppressing Class 91 : 2.43101597622517
native-country Distribution Distance After Suppressing Class 92 : 2.43713022993406
native-country Distribution Distance After Suppressing Class 93 : 2.45001090307637
native-country Distribution Distance After Suppressing Class 94 : 2.45683090827636
native-country Distribution Distance After Suppressing Class 95 : 2.46382944453119
native-country Distribution Distance After Suppressing Class 96 : 2.47091318365546
native-country Distribution Distance After Suppressing Class 97 : 2.47817980838068
native-country Distribution Distance After Suppressing Class 98 : 2.48553508293374
native-country Distribution Distance After Suppressing Class 99 : 2.49317547729128
native-country Distribution Distance After Suppressing Class 100 : 2.50928136907495
native-country Distribution Distance After Suppressing Class 101 : 3.33257133291234
native-country Distribution Distance After Suppressing Class 102 : 3.34104970609569
native-country Distribution Distance After Suppressing Class 103 : 3.35857672430029
native-country Distribution Distance After Suppressing Class 104 : 3.36747910985945
native-country Distribution Distance After Suppressing Class 105 : 3.37669876585233
native-country Distribution Distance After Suppressing Class 106 : 3.38639726504549
native-country Distribution Distance After Suppressing Class 107 : 3.3963238665031
native-country Distribution Distance After Suppressing Class 108 : 3.40664091447911
native-country Distribution Distance After Suppressing Class 109 : 3.42794687827087
native-country Distribution Distance After Suppressing Class 110 : 3.43899926193642
native-country Distribution Distance After Suppressing Class 111 : 3.45025341032582
native-country Distribution Distance After Suppressing Class 112 : 3.46270065934979
native-country Distribution Distance After Suppressing Class 113 : 3.48817567715918
native-country Distribution Distance After Suppressing Class 114 : 3.50132538057541
native-country Distribution Distance After Suppressing Class 115 : 3.51689085112336
native-country Distribution Distance After Suppressing Class 116 : 3.5329307766576
native-country Distribution Distance After Suppressing Class 117 : 3.54940176437689
native-country Distribution Distance After Suppressing Class 118 : 3.56673291283158
native-country Distribution Distance After Suppressing Class 119 : 3.58441434097089
native-country Distribution Distance After Suppressing Class 120 : 3.60282297255683
native-country Distribution Distance After Suppressing Class 121 : 3.62155316809288
native-country Distribution Distance After Suppressing Class 122 : 3.64061504419354
native-country Distribution Distance After Suppressing Class 123 : 3.66135698448072
native-country Distribution Distance After Suppressing Class 124 : 3.68255877103488
native-country Distribution Distance After Suppressing Class 125 : 3.70502773166181
native-country Distribution Distance After Suppressing Class 126 : 3.7520989978437
native-country Distribution Distance After Suppressing Class 127 : 3.77648639876705
native-country Distribution Distance After Suppressing Class 128 : 3.80324598921626
native-country Distribution Distance After Suppressing Class 129 : 3.83752952535442
native-country Distribution Distance After Suppressing Class 130 : 3.87279977659388
native-country Distribution Distance After Suppressing Class 131 : 3.91034314498
native-country Distribution Distance After Suppressing Class 132 : 3.95453932609214
native-country Distribution Distance After Suppressing Class 133 : 4.00067461033899
native-country Distribution Distance After Suppressing Class 134 : 4.04950189051132
native-country Distribution Distance After Suppressing Class 135 : 4.10117734439958
native-country Distribution Distance After Suppressing Class 136 : 4.15615689997471
native-country Distribution Distance After Suppressing Class 137 : 4.21458482655611
native-country Distribution Distance After Suppressing Class 138 : 4.27642231417468
native-country Distribution Distance After Suppressing Class 139 : 4.34246445152109
native-country Distribution Distance After Suppressing Class 140 : 4.42541971328402
native-country Distribution Distance After Suppressing Class 141 : 4.5211073552538
native-country Distribution Distance After Suppressing Class 142 : 4.64165742510136
native-country Distribution Distance After Suppressing Class 143 : 4.7768159214788
native-country Distribution Distance After Suppressing Class 144 : 4.95063354210203
native-country Distribution Distance After Suppressing Class 145 : 5.1566931294186
native-country Distribution Distance After Suppressing Class 146 : 5.45933179255877
native-country Distribution Distance After Suppressing Class 147 : 6.17130327951729
native-country Distribution Distance After Suppressing Class 148 : 38.1430548241531

==Normalized Distribution Distance==
age Normalized Distribution Distance After Suppressing Class 1 : 0.0223264852121359
age Normalized Distribution Distance After Suppressing Class 2 : 0.0370501624446676
age Normalized Distribution Distance After Suppressing Class 3 : 0.051813882039866
age Normalized Distribution Distance After Suppressing Class 4 : 0.0643614646530076
age Normalized Distribution Distance After Suppressing Class 5 : 0.075408008239823
age Normalized Distribution Distance After Suppressing Class 6 : 0.0831115267834257
age Normalized Distribution Distance After Suppressing Class 7 : 0.0924157769970036
age Normalized Distribution Distance After Suppressing Class 8 : 0.0993837031069484
age Normalized Distribution Distance After Suppressing Class 9 : 0.106485229737032
age Normalized Distribution Distance After Suppressing Class 10 : 0.113549008042971
age Normalized Distribution Distance After Suppressing Class 11 : 0.121057239662893
age Normalized Distribution Distance After Suppressing Class 12 : 0.127664211941947
age Normalized Distribution Distance After Suppressing Class 13 : 0.133432718988186
age Normalized Distribution Distance After Suppressing Class 14 : 0.141168914763999
age Normalized Distribution Distance After Suppressing Class 15 : 0.14833889871032
age Normalized Distribution Distance After Suppressing Class 16 : 0.15955448929226
age Normalized Distribution Distance After Suppressing Class 17 : 0.164524001826397
age Normalized Distribution Distance After Suppressing Class 18 : 0.173997452268108
age Normalized Distribution Distance After Suppressing Class 19 : 0.300789298458513
age Normalized Distribution Distance After Suppressing Class 20 : 0.305660150720544
age Normalized Distribution Distance After Suppressing Class 21 : 0.313700962326267
age Normalized Distribution Distance After Suppressing Class 22 : 0.317951713282549
age Normalized Distribution Distance After Suppressing Class 23 : 0.322419263411831
age Normalized Distribution Distance After Suppressing Class 24 : 0.323780786671195
age Normalized Distribution Distance After Suppressing Class 25 : 0.332314094129655
age Normalized Distribution Distance After Suppressing Class 26 : 0.338117549318467
age Normalized Distribution Distance After Suppressing Class 27 : 0.342100539246188
age Normalized Distribution Distance After Suppressing Class 28 : 0.346855619676034
age Normalized Distribution Distance After Suppressing Class 29 : 0.350466049952105
age Normalized Distribution Distance After Suppressing Class 30 : 0.356551640285759
age Normalized Distribution Distance After Suppressing Class 31 : 0.363604624215362
age Normalized Distribution Distance After Suppressing Class 32 : 0.367477297479273
age Normalized Distribution Distance After Suppressing Class 33 : 0.371387914306791
age Normalized Distribution Distance After Suppressing Class 34 : 0.376260937248428
age Normalized Distribution Distance After Suppressing Class 35 : 0.380566756068383
age Normalized Distribution Distance After Suppressing Class 36 : 0.387089517412014
age Normalized Distribution Distance After Suppressing Class 37 : 0.390747318401356
age Normalized Distribution Distance After Suppressing Class 38 : 0.395211593999903
age Normalized Distribution Distance After Suppressing Class 39 : 0.39641371099817
age Normalized Distribution Distance After Suppressing Class 40 : 0.400350871135312
age Normalized Distribution Distance After Suppressing Class 41 : 0.404258684466529
age Normalized Distribution Distance After Suppressing Class 42 : 0.40929620288632
age Normalized Distribution Distance After Suppressing Class 43 : 0.41057282178782
age Normalized Distribution Distance After Suppressing Class 44 : 0.413320255662776
age Normalized Distribution Distance After Suppressing Class 45 : 0.416300263593548
age Normalized Distribution Distance After Suppressing Class 46 : 0.420588269587106
age Normalized Distribution Distance After Suppressing Class 47 : 0.422113120263686
age Normalized Distribution Distance After Suppressing Class 48 : 0.425147504660881
age Normalized Distribution Distance After Suppressing Class 49 : 0.426910526893246
age Normalized Distribution Distance After Suppressing Class 50 : 0.435389618853551
age Normalized Distribution Distance After Suppressing Class 51 : 0.437009998584451
age Normalized Distribution Distance After Suppressing Class 52 : 0.438828175524754
age Normalized Distribution Distance After Suppressing Class 53 : 0.442199649815291
age Normalized Distribution Distance After Suppressing Class 54 : 0.447866628475157
age Normalized Distribution Distance After Suppressing Class 55 : 0.451575959959669
age Normalized Distribution Distance After Suppressing Class 56 : 0.46306760574225
age Normalized Distribution Distance After Suppressing Class 57 : 0.466755064543741
age Normalized Distribution Distance After Suppressing Class 58 : 0.46908653471872
age Normalized Distribution Distance After Suppressing Class 59 : 0.471090109847294
age Normalized Distribution Distance After Suppressing Class 60 : 0.475601299989441
age Normalized Distribution Distance After Suppressing Class 61 : 0.478141500127184
age Normalized Distribution Distance After Suppressing Class 62 : 0.485170024578127
age Normalized Distribution Distance After Suppressing Class 63 : 0.48731539045915
age Normalized Distribution Distance After Suppressing Class 64 : 0.492292516513076
age Normalized Distribution Distance After Suppressing Class 65 : 0.496805304735779
age Normalized Distribution Distance After Suppressing Class 66 : 0.50141199151775
age Normalized Distribution Distance After Suppressing Class 67 : 0.508478306202424
age Normalized Distribution Distance After Suppressing Class 68 : 0.510914239229912
age Normalized Distribution Distance After Suppressing Class 69 : 0.513422930605779
age Normalized Distribution Distance After Suppressing Class 70 : 0.521650205028496
age Normalized Distribution Distance After Suppressing Class 71 : 0.524429977337311
age Normalized Distribution Distance After Suppressing Class 72 : 0.529774913321866
age Normalized Distribution Distance After Suppressing Class 73 : 0.532528821691114
age Normalized Distribution Distance After Suppressing Class 74 : 0.538951552516394
age Normalized Distribution Distance After Suppressing Class 75 : 0.54192599664019
age Normalized Distribution Distance After Suppressing Class 76 : 0.544946974062065
age Normalized Distribution Distance After Suppressing Class 77 : 0.548015070431571
age Normalized Distribution Distance After Suppressing Class 78 : 0.551130886835431
age Normalized Distribution Distance After Suppressing Class 79 : 0.55440143490568
age Normalized Distribution Distance After Suppressing Class 80 : 0.558278302294716
age Normalized Distribution Distance After Suppressing Class 81 : 0.561509234684173
age Normalized Distribution Distance After Suppressing Class 82 : 0.568828440106423
age Normalized Distribution Distance After Suppressing Class 83 : 0.572366461426595
age Normalized Distribution Distance After Suppressing Class 84 : 0.580299620248706
age Normalized Distribution Distance After Suppressing Class 85 : 0.587510049307729
age Normalized Distribution Distance After Suppressing Class 86 : 0.591130061804031
age Normalized Distribution Distance After Suppressing Class 87 : 0.594804386600366
age Normalized Distribution Distance After Suppressing Class 88 : 0.598533831543866
age Normalized Distribution Distance After Suppressing Class 89 : 0.602457292480555
age Normalized Distribution Distance After Suppressing Class 90 : 0.607676786236775
age Normalized Distribution Distance After Suppressing Class 91 : 0.612075620973934
age Normalized Distribution Distance After Suppressing Class 92 : 0.616943934113092
age Normalized Distribution Distance After Suppressing Class 93 : 0.627805705967298
age Normalized Distribution Distance After Suppressing Class 94 : 0.632866572951927
age Normalized Distribution Distance After Suppressing Class 95 : 0.638073683823182
age Normalized Distribution Distance After Suppressing Class 96 : 0.644865303514199
age Normalized Distribution Distance After Suppressing Class 97 : 0.65025772482707
age Normalized Distribution Distance After Suppressing Class 98 : 0.655731242705594
age Normalized Distribution Distance After Suppressing Class 99 : 0.663203707825964
age Normalized Distribution Distance After Suppressing Class 100 : 0.677284760562004
age Normalized Distribution Distance After Suppressing Class 101 : 0.689588746111166
age Normalized Distribution Distance After Suppressing Class 102 : 0.698381943329036
age Normalized Distribution Distance After Suppressing Class 103 : 0.714314661230637
age Normalized Distribution Distance After Suppressing Class 104 : 0.724281246267671
age Normalized Distribution Distance After Suppressing Class 105 : 0.735092369870738
age Normalized Distribution Distance After Suppressing Class 106 : 0.742192188658594
age Normalized Distribution Distance After Suppressing Class 107 : 0.754358550045382
age Normalized Distribution Distance After Suppressing Class 108 : 0.767755216932283
age Normalized Distribution Distance After Suppressing Class 109 : 0.790119295944886
age Normalized Distribution Distance After Suppressing Class 110 : 0.798082333572617
age Normalized Distribution Distance After Suppressing Class 111 : 0.806222509987766
age Normalized Distribution Distance After Suppressing Class 112 : 0.815263635711429
age Normalized Distribution Distance After Suppressing Class 113 : 0.833364131429073
age Normalized Distribution Distance After Suppressing Class 114 : 0.842910651992293
age Normalized Distribution Distance After Suppressing Class 115 : 0.854269529128894
age Normalized Distribution Distance After Suppressing Class 116 : 0.866042519425481
age Normalized Distribution Distance After Suppressing Class 117 : 0.87751231148109
age Normalized Distribution Distance After Suppressing Class 118 : 0.89015250076166
age Normalized Distribution Distance After Suppressing Class 119 : 0.903130965710647
age Normalized Distribution Distance After Suppressing Class 120 : 0.916248841190943
age Normalized Distribution Distance After Suppressing Class 121 : 0.929897565825315
age Normalized Distribution Distance After Suppressing Class 122 : 0.943884100148555
age Normalized Distribution Distance After Suppressing Class 123 : 0.959216781830551
age Normalized Distribution Distance After Suppressing Class 124 : 0.97501535623647
age Normalized Distribution Distance After Suppressing Class 125 : 0.991901803031275
age Normalized Distribution Distance After Suppressing Class 126 : 1.02778029822512
age Normalized Distribution Distance After Suppressing Class 127 : 1.04664977038848
age Normalized Distribution Distance After Suppressing Class 128 : 1.06443603139322
age Normalized Distribution Distance After Suppressing Class 129 : 1.09075686426076
age Normalized Distribution Distance After Suppressing Class 130 : 1.13088381275217
age Normalized Distribution Distance After Suppressing Class 131 : 1.15936909731146
age Normalized Distribution Distance After Suppressing Class 132 : 1.22072450163451
age Normalized Distribution Distance After Suppressing Class 133 : 1.3116906139681
age Normalized Distribution Distance After Suppressing Class 134 : 1.34241862419722
age Normalized Distribution Distance After Suppressing Class 135 : 1.37963480713889
age Normalized Distribution Distance After Suppressing Class 136 : 1.42675293640074
age Normalized Distribution Distance After Suppressing Class 137 : 1.46409361888724
age Normalized Distribution Distance After Suppressing Class 138 : 1.50416506333942
age Normalized Distribution Distance After Suppressing Class 139 : 1.54763760261512
age Normalized Distribution Distance After Suppressing Class 140 : 1.6033255464129
age Normalized Distribution Distance After Suppressing Class 141 : 1.66922649815893
age Normalized Distribution Distance After Suppressing Class 142 : 1.75516232633249
age Normalized Distribution Distance After Suppressing Class 143 : 6.24505820599716
age Normalized Distribution Distance After Suppressing Class 144 : 6.37829896202915
age Normalized Distribution Distance After Suppressing Class 145 : 10.9154260058537
age Normalized Distribution Distance After Suppressing Class 146 : 11.0646610779001
age Normalized Distribution Distance After Suppressing Class 147 : 11.4157435042126
age Normalized Distribution Distance After Suppressing Class 148 : 27.1814311916558
workclass Normalized Distribution Distance After Suppressing Class 1 : 0.0216791008109441
workclass Normalized Distribution Distance After Suppressing Class 2 : 0.0364578208363455
workclass Normalized Distribution Distance After Suppressing Class 3 : 0.0590120811605234
workclass Normalized Distribution Distance After Suppressing Class 4 : 0.0709426641739558
workclass Normalized Distribution Distance After Suppressing Class 5 : 0.081342725990716
workclass Normalized Distribution Distance After Suppressing Class 6 : 0.0889960538560192
workclass Normalized Distribution Distance After Suppressing Class 7 : 0.0977552622756138
workclass Normalized Distribution Distance After Suppressing Class 8 : 0.104246016803223
workclass Normalized Distribution Distance After Suppressing Class 9 : 0.111590954707625
workclass Normalized Distribution Distance After Suppressing Class 10 : 0.118175318236562
workclass Normalized Distribution Distance After Suppressing Class 11 : 0.124701417143093
workclass Normalized Distribution Distance After Suppressing Class 12 : 0.131199896287662
workclass Normalized Distribution Distance After Suppressing Class 13 : 0.137459845973805
workclass Normalized Distribution Distance After Suppressing Class 14 : 0.145795185663012
workclass Normalized Distribution Distance After Suppressing Class 15 : 0.15343300773548
workclass Normalized Distribution Distance After Suppressing Class 16 : 0.162980826391913
workclass Normalized Distribution Distance After Suppressing Class 17 : 0.168073397318729
workclass Normalized Distribution Distance After Suppressing Class 18 : 0.174759137644256
workclass Normalized Distribution Distance After Suppressing Class 19 : 0.184103613056185
workclass Normalized Distribution Distance After Suppressing Class 20 : 0.189388213969027
workclass Normalized Distribution Distance After Suppressing Class 21 : 0.198846823333199
workclass Normalized Distribution Distance After Suppressing Class 22 : 0.203660184995075
workclass Normalized Distribution Distance After Suppressing Class 23 : 0.209054710489588
workclass Normalized Distribution Distance After Suppressing Class 24 : 0.210596321884011
workclass Normalized Distribution Distance After Suppressing Class 25 : 0.220408934797564
workclass Normalized Distribution Distance After Suppressing Class 26 : 0.22644138671228
workclass Normalized Distribution Distance After Suppressing Class 27 : 0.230680066872816
workclass Normalized Distribution Distance After Suppressing Class 28 : 0.235721923097194
workclass Normalized Distribution Distance After Suppressing Class 29 : 0.239362442496685
workclass Normalized Distribution Distance After Suppressing Class 30 : 0.246151615817541
workclass Normalized Distribution Distance After Suppressing Class 31 : 0.254681940982593
workclass Normalized Distribution Distance After Suppressing Class 32 : 0.259618420173616
workclass Normalized Distribution Distance After Suppressing Class 33 : 0.265556425762952
workclass Normalized Distribution Distance After Suppressing Class 34 : 0.272082929186378
workclass Normalized Distribution Distance After Suppressing Class 35 : 0.276517464475712
workclass Normalized Distribution Distance After Suppressing Class 36 : 0.283985465550107
workclass Normalized Distribution Distance After Suppressing Class 37 : 0.287449499077067
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sex Normalized Distribution Distance After Suppressing Class 17 : 0.239227494426255
sex Normalized Distribution Distance After Suppressing Class 18 : 0.248014173019181
sex Normalized Distribution Distance After Suppressing Class 19 : 0.260717501306963
sex Normalized Distribution Distance After Suppressing Class 20 : 0.268333402942204
sex Normalized Distribution Distance After Suppressing Class 21 : 0.28055908610474
sex Normalized Distribution Distance After Suppressing Class 22 : 0.287085137609364
sex Normalized Distribution Distance After Suppressing Class 23 : 0.294032537600035
sex Normalized Distribution Distance After Suppressing Class 24 : 0.296097253120551
sex Normalized Distribution Distance After Suppressing Class 25 : 0.308853149735854
sex Normalized Distribution Distance After Suppressing Class 26 : 0.317911986452919
sex Normalized Distribution Distance After Suppressing Class 27 : 0.323761450284475
sex Normalized Distribution Distance After Suppressing Class 28 : 0.331290923342793
sex Normalized Distribution Distance After Suppressing Class 29 : 0.336275670835471
sex Normalized Distribution Distance After Suppressing Class 30 : 0.345688328291589
sex Normalized Distribution Distance After Suppressing Class 31 : 0.356458643581528
sex Normalized Distribution Distance After Suppressing Class 32 : 0.361880149647971
sex Normalized Distribution Distance After Suppressing Class 33 : 0.367835462152642
sex Normalized Distribution Distance After Suppressing Class 34 : 0.375271090359016
sex Normalized Distribution Distance After Suppressing Class 35 : 0.381458304595555
sex Normalized Distribution Distance After Suppressing Class 36 : 0.391822679776783
sex Normalized Distribution Distance After Suppressing Class 37 : 0.397421169988639
sex Normalized Distribution Distance After Suppressing Class 38 : 0.404655284389866
sex Normalized Distribution Distance After Suppressing Class 39 : 0.406386697435569
sex Normalized Distribution Distance After Suppressing Class 40 : 0.411728404389784
sex Normalized Distribution Distance After Suppressing Class 41 : 0.417754481153575
sex Normalized Distribution Distance After Suppressing Class 42 : 0.42614247575339
sex Normalized Distribution Distance After Suppressing Class 43 : 0.428382249162354
sex Normalized Distribution Distance After Suppressing Class 44 : 0.432745824385364
sex Normalized Distribution Distance After Suppressing Class 45 : 0.436868151262546
sex Normalized Distribution Distance After Suppressing Class 46 : 0.443214150426661
sex Normalized Distribution Distance After Suppressing Class 47 : 0.445382159398876
sex Normalized Distribution Distance After Suppressing Class 48 : 0.450167743995966
sex Normalized Distribution Distance After Suppressing Class 49 : 0.452801173414485
sex Normalized Distribution Distance After Suppressing Class 50 : 0.465398060381266
sex Normalized Distribution Distance After Suppressing Class 51 : 0.468284010790796
sex Normalized Distribution Distance After Suppressing Class 52 : 0.470788805805802
sex Normalized Distribution Distance After Suppressing Class 53 : 0.475906032913354
sex Normalized Distribution Distance After Suppressing Class 54 : 0.485144048878891
sex Normalized Distribution Distance After Suppressing Class 55 : 0.490466716668597
sex Normalized Distribution Distance After Suppressing Class 56 : 0.507343613144179
sex Normalized Distribution Distance After Suppressing Class 57 : 0.512945849487109
sex Normalized Distribution Distance After Suppressing Class 58 : 0.515896492896664
sex Normalized Distribution Distance After Suppressing Class 59 : 0.518947885475328
sex Normalized Distribution Distance After Suppressing Class 60 : 0.525170020829576
sex Normalized Distribution Distance After Suppressing Class 61 : 0.528848794253526
sex Normalized Distribution Distance After Suppressing Class 62 : 0.53905459926872
sex Normalized Distribution Distance After Suppressing Class 63 : 0.542339152233859
sex Normalized Distribution Distance After Suppressing Class 64 : 0.55027541207262
sex Normalized Distribution Distance After Suppressing Class 65 : 0.558448644488848
sex Normalized Distribution Distance After Suppressing Class 66 : 0.566124508377087
sex Normalized Distribution Distance After Suppressing Class 67 : 0.576785577738391
sex Normalized Distribution Distance After Suppressing Class 68 : 0.580458552661885
sex Normalized Distribution Distance After Suppressing Class 69 : 0.584972435325376
sex Normalized Distribution Distance After Suppressing Class 70 : 0.597256797478425
sex Normalized Distribution Distance After Suppressing Class 71 : 0.601210468452166
sex Normalized Distribution Distance After Suppressing Class 72 : 0.609259218887346
sex Normalized Distribution Distance After Suppressing Class 73 : 0.614204761614557
sex Normalized Distribution Distance After Suppressing Class 74 : 0.622903115170841
sex Normalized Distribution Distance After Suppressing Class 75 : 0.628250892523281
sex Normalized Distribution Distance After Suppressing Class 76 : 0.633714444888576
sex Normalized Distribution Distance After Suppressing Class 77 : 0.639296890021777
sex Normalized Distribution Distance After Suppressing Class 78 : 0.643919077956205
sex Normalized Distribution Distance After Suppressing Class 79 : 0.648610802458514
sex Normalized Distribution Distance After Suppressing Class 80 : 0.653372893104485
sex Normalized Distribution Distance After Suppressing Class 81 : 0.659260598248095
sex Normalized Distribution Distance After Suppressing Class 82 : 0.670161354825858
sex Normalized Distribution Distance After Suppressing Class 83 : 0.675217507384203
sex Normalized Distribution Distance After Suppressing Class 84 : 0.685503342197112
sex Normalized Distribution Distance After Suppressing Class 85 : 0.697135650391282
sex Normalized Distribution Distance After Suppressing Class 86 : 0.702597132305593
sex Normalized Distribution Distance After Suppressing Class 87 : 0.709395554379999
sex Normalized Distribution Distance After Suppressing Class 88 : 0.714987916338467
sex Normalized Distribution Distance After Suppressing Class 89 : 0.722262675386257
sex Normalized Distribution Distance After Suppressing Class 90 : 0.728505117202002
sex Normalized Distribution Distance After Suppressing Class 91 : 0.736732246540857
sex Normalized Distribution Distance After Suppressing Class 92 : 0.74535839059469
sex Normalized Distribution Distance After Suppressing Class 93 : 0.761648905974078
sex Normalized Distribution Distance After Suppressing Class 94 : 0.769175687602043
sex Normalized Distribution Distance After Suppressing Class 95 : 0.779209320375004
sex Normalized Distribution Distance After Suppressing Class 96 : 0.789512500492075
sex Normalized Distribution Distance After Suppressing Class 97 : 0.797462422020161
sex Normalized Distribution Distance After Suppressing Class 98 : 0.805525062922196
sex Normalized Distribution Distance After Suppressing Class 99 : 0.816684737396478
sex Normalized Distribution Distance After Suppressing Class 100 : 0.837373744040484
sex Normalized Distribution Distance After Suppressing Class 101 : 0.858805798916032
sex Normalized Distribution Distance After Suppressing Class 102 : 0.868048549712615
sex Normalized Distribution Distance After Suppressing Class 103 : 0.890869605984147
sex Normalized Distribution Distance After Suppressing Class 104 : 0.900554634385419
sex Normalized Distribution Distance After Suppressing Class 105 : 0.910608636010669
sex Normalized Distribution Distance After Suppressing Class 106 : 0.921211274363266
sex Normalized Distribution Distance After Suppressing Class 107 : 0.932091723776352
sex Normalized Distribution Distance After Suppressing Class 108 : 0.943431028172025
sex Normalized Distribution Distance After Suppressing Class 109 : 0.966949539352286
sex Normalized Distribution Distance After Suppressing Class 110 : 0.979204541034122
sex Normalized Distribution Distance After Suppressing Class 111 : 0.991722517907458
sex Normalized Distribution Distance After Suppressing Class 112 : 1.00561442464472
sex Normalized Distribution Distance After Suppressing Class 113 : 1.03790586789489
sex Normalized Distribution Distance After Suppressing Class 114 : 1.05254751766099
sex Normalized Distribution Distance After Suppressing Class 115 : 1.06995047279307
sex Normalized Distribution Distance After Suppressing Class 116 : 1.08796655771052
sex Normalized Distribution Distance After Suppressing Class 117 : 1.10655603197267
sex Normalized Distribution Distance After Suppressing Class 118 : 1.12621612643935
sex Normalized Distribution Distance After Suppressing Class 119 : 1.14638155995865
sex Normalized Distribution Distance After Suppressing Class 120 : 1.16749512291695
sex Normalized Distribution Distance After Suppressing Class 121 : 1.18910504230341
sex Normalized Distribution Distance After Suppressing Class 122 : 1.21420505550594
sex Normalized Distribution Distance After Suppressing Class 123 : 1.23794192365479
sex Normalized Distribution Distance After Suppressing Class 124 : 1.26645501583127
sex Normalized Distribution Distance After Suppressing Class 125 : 1.29795898488724
sex Normalized Distribution Distance After Suppressing Class 126 : 1.35060241911165
sex Normalized Distribution Distance After Suppressing Class 127 : 1.38516729185682
sex Normalized Distribution Distance After Suppressing Class 128 : 1.42515652810989
sex Normalized Distribution Distance After Suppressing Class 129 : 1.48003654189304
sex Normalized Distribution Distance After Suppressing Class 130 : 1.54160182506358
sex Normalized Distribution Distance After Suppressing Class 131 : 1.61420314683931
sex Normalized Distribution Distance After Suppressing Class 132 : 1.65853730329781
sex Normalized Distribution Distance After Suppressing Class 133 : 1.70520535640063
sex Normalized Distribution Distance After Suppressing Class 134 : 1.75505239210974
sex Normalized Distribution Distance After Suppressing Class 135 : 1.85810079655899
sex Normalized Distribution Distance After Suppressing Class 136 : 1.91259432757264
sex Normalized Distribution Distance After Suppressing Class 137 : 1.97108231195275
sex Normalized Distribution Distance After Suppressing Class 138 : 2.03367406369446
sex Normalized Distribution Distance After Suppressing Class 139 : 2.17309442009912
sex Normalized Distribution Distance After Suppressing Class 140 : 2.25395933042432
sex Normalized Distribution Distance After Suppressing Class 141 : 2.34859123343678
sex Normalized Distribution Distance After Suppressing Class 142 : 2.66790174324219
sex Normalized Distribution Distance After Suppressing Class 143 : 2.79174835790911
sex Normalized Distribution Distance After Suppressing Class 144 : 14.7072546578267
sex Normalized Distribution Distance After Suppressing Class 145 : 14.8739709768195
sex Normalized Distribution Distance After Suppressing Class 146 : 15.1188263827761
sex Normalized Distribution Distance After Suppressing Class 147 : 15.6948600780743
sex Normalized Distribution Distance After Suppressing Class 148 : 41.5621967969754
native-country Normalized Distribution Distance After Suppressing Class 1 : 0.0550164071156737
native-country Normalized Distribution Distance After Suppressing Class 2 : 0.0924423659809837
native-country Normalized Distribution Distance After Suppressing Class 3 : 0.131256028279224
native-country Normalized Distribution Distance After Suppressing Class 4 : 0.163403758325803
native-country Normalized Distribution Distance After Suppressing Class 5 : 0.19178754035592
native-country Normalized Distribution Distance After Suppressing Class 6 : 0.213267958940495
native-country Normalized Distribution Distance After Suppressing Class 7 : 0.239642270534141
native-country Normalized Distribution Distance After Suppressing Class 8 : 0.26003436559504
native-country Normalized Distribution Distance After Suppressing Class 9 : 0.282803764946498
native-country Normalized Distribution Distance After Suppressing Class 10 : 0.304505392623464
native-country Normalized Distribution Distance After Suppressing Class 11 : 0.329463498425129
native-country Normalized Distribution Distance After Suppressing Class 12 : 0.347208770364829
native-country Normalized Distribution Distance After Suppressing Class 13 : 0.366121044883226
native-country Normalized Distribution Distance After Suppressing Class 14 : 0.392530314689605
native-country Normalized Distribution Distance After Suppressing Class 15 : 0.412680809474409
native-country Normalized Distribution Distance After Suppressing Class 16 : 0.446896400955138
native-country Normalized Distribution Distance After Suppressing Class 17 : 0.472551084235623
native-country Normalized Distribution Distance After Suppressing Class 18 : 0.486907903085599
native-country Normalized Distribution Distance After Suppressing Class 19 : 0.512077676830091
native-country Normalized Distribution Distance After Suppressing Class 20 : 0.535618587768042
native-country Normalized Distribution Distance After Suppressing Class 21 : 0.596668051834806
native-country Normalized Distribution Distance After Suppressing Class 22 : 0.606315496127699
native-country Normalized Distribution Distance After Suppressing Class 23 : 0.618149771276703
native-country Normalized Distribution Distance After Suppressing Class 24 : 0.622195823892765
native-country Normalized Distribution Distance After Suppressing Class 25 : 0.650827814830554
native-country Normalized Distribution Distance After Suppressing Class 26 : 0.668461612628041
native-country Normalized Distribution Distance After Suppressing Class 27 : 0.677068431391679
native-country Normalized Distribution Distance After Suppressing Class 28 : 0.70094379894619
native-country Normalized Distribution Distance After Suppressing Class 29 : 0.716948281129272
native-country Normalized Distribution Distance After Suppressing Class 30 : 0.740013865747654
native-country Normalized Distribution Distance After Suppressing Class 31 : 0.756078947139666
native-country Normalized Distribution Distance After Suppressing Class 32 : 1.60197910100766
native-country Normalized Distribution Distance After Suppressing Class 33 : 1.61059926497019
native-country Normalized Distribution Distance After Suppressing Class 34 : 1.6217487909435
native-country Normalized Distribution Distance After Suppressing Class 35 : 1.6309715016093
native-country Normalized Distribution Distance After Suppressing Class 36 : 1.6640330646247
native-country Normalized Distribution Distance After Suppressing Class 37 : 1.6716025905709
native-country Normalized Distribution Distance After Suppressing Class 38 : 1.68505164222969
native-country Normalized Distribution Distance After Suppressing Class 39 : 1.68772256955257
native-country Normalized Distribution Distance After Suppressing Class 40 : 1.69595515343116
native-country Normalized Distribution Distance After Suppressing Class 41 : 1.70441919087795
native-country Normalized Distribution Distance After Suppressing Class 42 : 1.71602377380129
native-country Normalized Distribution Distance After Suppressing Class 43 : 1.71900181462877
native-country Normalized Distribution Distance After Suppressing Class 44 : 1.72524111248226
native-country Normalized Distribution Distance After Suppressing Class 45 : 1.75442286543612
native-country Normalized Distribution Distance After Suppressing Class 46 : 1.76423646610386
native-country Normalized Distribution Distance After Suppressing Class 47 : 1.76758538529956
native-country Normalized Distribution Distance After Suppressing Class 48 : 1.77903716740221
native-country Normalized Distribution Distance After Suppressing Class 49 : 1.78253316328116
native-country Normalized Distribution Distance After Suppressing Class 50 : 2.6194092854195
native-country Normalized Distribution Distance After Suppressing Class 51 : 2.623209484268
native-country Normalized Distribution Distance After Suppressing Class 52 : 2.62708523813917
native-country Normalized Distribution Distance After Suppressing Class 53 : 2.63499539911738
native-country Normalized Distribution Distance After Suppressing Class 54 : 2.64712148523154
native-country Normalized Distribution Distance After Suppressing Class 55 : 2.66216210836404
native-country Normalized Distribution Distance After Suppressing Class 56 : 2.68750099198601
native-country Normalized Distribution Distance After Suppressing Class 57 : 2.69615176714665
native-country Normalized Distribution Distance After Suppressing Class 58 : 2.70070292061855
native-country Normalized Distribution Distance After Suppressing Class 59 : 2.70540574671225
native-country Normalized Distribution Distance After Suppressing Class 60 : 2.71498358485568
native-country Normalized Distribution Distance After Suppressing Class 61 : 2.71985927509654
native-country Normalized Distribution Distance After Suppressing Class 62 : 2.73476537614262
native-country Normalized Distribution Distance After Suppressing Class 63 : 2.7398280187987
native-country Normalized Distribution Distance After Suppressing Class 64 : 2.75027776282051
native-country Normalized Distribution Distance After Suppressing Class 65 : 2.76092132484946
native-country Normalized Distribution Distance After Suppressing Class 66 : 2.77176118445464
native-country Normalized Distribution Distance After Suppressing Class 67 : 2.78833917503801
native-country Normalized Distribution Distance After Suppressing Class 68 : 2.79404008032191
native-country Normalized Distribution Distance After Suppressing Class 69 : 2.79990378064332
native-country Normalized Distribution Distance After Suppressing Class 70 : 2.81780977966075
native-country Normalized Distribution Distance After Suppressing Class 71 : 2.83673787768001
native-country Normalized Distribution Distance After Suppressing Class 72 : 2.86988421283355
native-country Normalized Distribution Distance After Suppressing Class 73 : 2.87627678885967
native-country Normalized Distribution Distance After Suppressing Class 74 : 2.88972142121523
native-country Normalized Distribution Distance After Suppressing Class 75 : 2.8966252731106
native-country Normalized Distribution Distance After Suppressing Class 76 : 2.90362611643515
native-country Normalized Distribution Distance After Suppressing Class 77 : 2.91072477560427
native-country Normalized Distribution Distance After Suppressing Class 78 : 2.91792209241427
native-country Normalized Distribution Distance After Suppressing Class 79 : 2.92521892642696
native-country Normalized Distribution Distance After Suppressing Class 80 : 2.93261615536613
native-country Normalized Distribution Distance After Suppressing Class 81 : 2.9401146755264
native-country Normalized Distribution Distance After Suppressing Class 82 : 4.13161537316233
native-country Normalized Distribution Distance After Suppressing Class 83 : 4.13947514090953
native-country Normalized Distribution Distance After Suppressing Class 84 : 4.15543268154778
native-country Normalized Distribution Distance After Suppressing Class 85 : 4.17165978053057
native-country Normalized Distribution Distance After Suppressing Class 86 : 4.18013380341122
native-country Normalized Distribution Distance After Suppressing Class 87 : 4.18871879355921
native-country Normalized Distribution Distance After Suppressing Class 88 : 4.19741588005569
native-country Normalized Distribution Distance After Suppressing Class 89 : 4.20654722900491
native-country Normalized Distribution Distance After Suppressing Class 90 : 4.21627909040257
native-country Normalized Distribution Distance After Suppressing Class 91 : 4.22653799887533
native-country Normalized Distribution Distance After Suppressing Class 92 : 4.23716817403177
native-country Normalized Distribution Distance After Suppressing Class 93 : 4.2595623725971
native-country Normalized Distribution Distance After Suppressing Class 94 : 4.27141955963832
native-country Normalized Distribution Distance After Suppressing Class 95 : 4.28358713883436
native-country Normalized Distribution Distance After Suppressing Class 96 : 4.29590285081472
native-country Normalized Distribution Distance After Suppressing Class 97 : 4.30853652571651
native-country Normalized Distribution Distance After Suppressing Class 98 : 4.32132432624712
native-country Normalized Distribution Distance After Suppressing Class 99 : 4.33460783297613
native-country Normalized Distribution Distance After Suppressing Class 100 : 4.36260936167655
native-country Normalized Distribution Distance After Suppressing Class 101 : 5.79397235981471
native-country Normalized Distribution Distance After Suppressing Class 102 : 5.80871276743791
native-country Normalized Distribution Distance After Suppressing Class 103 : 5.83918505111403
native-country Normalized Distribution Distance After Suppressing Class 104 : 5.85466264205314
native-country Normalized Distribution Distance After Suppressing Class 105 : 5.87069183592581
native-country Normalized Distribution Distance After Suppressing Class 106 : 5.88755354139086
native-country Normalized Distribution Distance After Suppressing Class 107 : 5.9048118229779
native-country Normalized Distribution Distance After Suppressing Class 108 : 5.92274893064534
native-country Normalized Distribution Distance After Suppressing Class 109 : 5.95979124811639
native-country Normalized Distribution Distance After Suppressing Class 110 : 5.97900680243501
native-country Normalized Distribution Distance After Suppressing Class 111 : 5.9985731427133
native-country Normalized Distribution Distance After Suppressing Class 112 : 6.0202137948093
native-country Normalized Distribution Distance After Suppressing Class 113 : 6.06450438435968
native-country Normalized Distribution Distance After Suppressing Class 114 : 6.08736631604017
native-country Normalized Distribution Distance After Suppressing Class 115 : 6.11442827424392
native-country Normalized Distribution Distance After Suppressing Class 116 : 6.14231511473885
native-country Normalized Distribution Distance After Suppressing Class 117 : 6.17095139527152
native-country Normalized Distribution Distance After Suppressing Class 118 : 6.20108314192571
native-country Normalized Distribution Distance After Suppressing Class 119 : 6.23182388103891
native-country Normalized Distribution Distance After Suppressing Class 120 : 6.26382892817401
native-country Normalized Distribution Distance After Suppressing Class 121 : 6.29639304290369
native-country Normalized Distribution Distance After Suppressing Class 122 : 6.32953381386415
native-country Normalized Distribution Distance After Suppressing Class 123 : 6.36559552618999
native-country Normalized Distribution Distance After Suppressing Class 124 : 6.40245672224612
native-country Normalized Distribution Distance After Suppressing Class 125 : 6.44152101339588
native-country Normalized Distribution Distance After Suppressing Class 126 : 6.52335860603969
native-country Normalized Distribution Distance After Suppressing Class 127 : 6.56575827667303
native-country Normalized Distribution Distance After Suppressing Class 128 : 6.61228221027695
native-country Normalized Distribution Distance After Suppressing Class 129 : 6.67188719421816
native-country Normalized Distribution Distance After Suppressing Class 130 : 6.73320767032828
native-country Normalized Distribution Distance After Suppressing Class 131 : 6.79848016324547
native-country Normalized Distribution Distance After Suppressing Class 132 : 6.87531916418273
native-country Normalized Distribution Distance After Suppressing Class 133 : 6.95552946879002
native-country Normalized Distribution Distance After Suppressing Class 134 : 7.04042004830423
native-country Normalized Distribution Distance After Suppressing Class 135 : 7.13026243173727
native-country Normalized Distribution Distance After Suppressing Class 136 : 7.22584929051243
native-country Normalized Distribution Distance After Suppressing Class 137 : 7.32743144970302
native-country Normalized Distribution Distance After Suppressing Class 138 : 7.43494143471788
native-country Normalized Distribution Distance After Suppressing Class 139 : 7.54976157812763
native-country Normalized Distribution Distance After Suppressing Class 140 : 7.69398669613449
native-country Normalized Distribution Distance After Suppressing Class 141 : 7.86034819221814
native-country Normalized Distribution Distance After Suppressing Class 142 : 8.06993523564389
native-country Normalized Distribution Distance After Suppressing Class 143 : 8.30492033092785
native-country Normalized Distribution Distance After Suppressing Class 144 : 8.60711776016027
native-country Normalized Distribution Distance After Suppressing Class 145 : 8.96537072284889
native-country Normalized Distribution Distance After Suppressing Class 146 : 9.49153501884704
native-country Normalized Distribution Distance After Suppressing Class 147 : 10.7293609209287
native-country Normalized Distribution Distance After Suppressing Class 148 : 66.3151012515337
==Information Gain Ratio==
age Information Gain Ratio After Suppressing Class 1 : 0.00103957622529701
age Information Gain Ratio After Suppressing Class 2 : 0.00205799454492141
age Information Gain Ratio After Suppressing Class 3 : 0.00281454102715693
age Information Gain Ratio After Suppressing Class 4 : 0.00336688952112412
age Information Gain Ratio After Suppressing Class 5 : 0.00373345159995245
age Information Gain Ratio After Suppressing Class 6 : 0.00395800943513962
age Information Gain Ratio After Suppressing Class 7 : 0.00421337361065155
age Information Gain Ratio After Suppressing Class 8 : 0.00450094204022181
age Information Gain Ratio After Suppressing Class 9 : 0.00454374133103177
age Information Gain Ratio After Suppressing Class 10 : 0.00470265885002191
age Information Gain Ratio After Suppressing Class 11 : 0.00492991355008357
age Information Gain Ratio After Suppressing Class 12 : 0.00518725342623608
age Information Gain Ratio After Suppressing Class 13 : 0.0053406343210335
age Information Gain Ratio After Suppressing Class 14 : 0.00567681777140552
age Information Gain Ratio After Suppressing Class 15 : 0.00603283329312816
age Information Gain Ratio After Suppressing Class 16 : 0.00641162724343827
age Information Gain Ratio After Suppressing Class 17 : 0.00661989481257979
age Information Gain Ratio After Suppressing Class 18 : 0.0068539933907974
age Information Gain Ratio After Suppressing Class 19 : 0.00727613630990481
age Information Gain Ratio After Suppressing Class 20 : 0.00708125557715981
age Information Gain Ratio After Suppressing Class 21 : 0.0074193340239899
age Information Gain Ratio After Suppressing Class 22 : 0.00765874880888091
age Information Gain Ratio After Suppressing Class 23 : 0.0079892987523771
age Information Gain Ratio After Suppressing Class 24 : 0.00818108225091225
age Information Gain Ratio After Suppressing Class 25 : 0.00852485606623184
age Information Gain Ratio After Suppressing Class 26 : 0.00891137549006234
age Information Gain Ratio After Suppressing Class 27 : 0.0091557636882227
age Information Gain Ratio After Suppressing Class 28 : 0.00937728607022459
age Information Gain Ratio After Suppressing Class 29 : 0.00971836277165895
age Information Gain Ratio After Suppressing Class 30 : 0.0100356693678336
age Information Gain Ratio After Suppressing Class 31 : 0.0103232375823377
age Information Gain Ratio After Suppressing Class 32 : 0.0110638620315506
age Information Gain Ratio After Suppressing Class 33 : 0.0109140415642358
age Information Gain Ratio After Suppressing Class 34 : 0.0107993612288204
age Information Gain Ratio After Suppressing Class 35 : 0.0116986020942329
age Information Gain Ratio After Suppressing Class 36 : 0.0122338536950594
age Information Gain Ratio After Suppressing Class 37 : 0.0124423406456131
age Information Gain Ratio After Suppressing Class 38 : 0.0126350968872624
age Information Gain Ratio After Suppressing Class 39 : 0.0124918488001221
age Information Gain Ratio After Suppressing Class 40 : 0.0129120411347058
age Information Gain Ratio After Suppressing Class 41 : 0.012538588290458
age Information Gain Ratio After Suppressing Class 42 : 0.0124025992501722
age Information Gain Ratio After Suppressing Class 43 : 0.012544905734302
age Information Gain Ratio After Suppressing Class 44 : 0.0124006454767319
age Information Gain Ratio After Suppressing Class 45 : 0.0127072859303624
age Information Gain Ratio After Suppressing Class 46 : 0.0125659347175279
age Information Gain Ratio After Suppressing Class 47 : 0.0125764692490138
age Information Gain Ratio After Suppressing Class 48 : 0.0125320412411021
age Information Gain Ratio After Suppressing Class 49 : 0.0129644309140227
age Information Gain Ratio After Suppressing Class 50 : 0.0130584766689739
age Information Gain Ratio After Suppressing Class 51 : 0.013190788971219
age Information Gain Ratio After Suppressing Class 52 : 0.0144712806264362
age Information Gain Ratio After Suppressing Class 53 : 0.0145324327027785
age Information Gain Ratio After Suppressing Class 54 : 0.0145929062538126
age Information Gain Ratio After Suppressing Class 55 : 0.0143885083910331
age Information Gain Ratio After Suppressing Class 56 : 0.0149958784249931
age Information Gain Ratio After Suppressing Class 57 : 0.0151011843916227
age Information Gain Ratio After Suppressing Class 58 : 0.0154916301722292
age Information Gain Ratio After Suppressing Class 59 : 0.015556731583366
age Information Gain Ratio After Suppressing Class 60 : 0.0161087813566616
age Information Gain Ratio After Suppressing Class 61 : 0.0166867612392839
age Information Gain Ratio After Suppressing Class 62 : 0.0167847524528501
age Information Gain Ratio After Suppressing Class 63 : 0.0169222069845388
age Information Gain Ratio After Suppressing Class 64 : 0.017933542360344
age Information Gain Ratio After Suppressing Class 65 : 0.0184388936993028
age Information Gain Ratio After Suppressing Class 66 : 0.0185789471982412
age Information Gain Ratio After Suppressing Class 67 : 0.0189916380714259
age Information Gain Ratio After Suppressing Class 68 : 0.0192571082723349
age Information Gain Ratio After Suppressing Class 69 : 0.0195657288744353
age Information Gain Ratio After Suppressing Class 70 : 0.020171890501547
age Information Gain Ratio After Suppressing Class 71 : 0.0195643800267105
age Information Gain Ratio After Suppressing Class 72 : 0.0200713349778171
age Information Gain Ratio After Suppressing Class 73 : 0.0204432463165054
age Information Gain Ratio After Suppressing Class 74 : 0.0208376150139112
age Information Gain Ratio After Suppressing Class 75 : 0.02123572538867
age Information Gain Ratio After Suppressing Class 76 : 0.0215146916426594
age Information Gain Ratio After Suppressing Class 77 : 0.0219331247598639
age Information Gain Ratio After Suppressing Class 78 : 0.0223631222193126
age Information Gain Ratio After Suppressing Class 79 : 0.0231959707332242
age Information Gain Ratio After Suppressing Class 80 : 0.0228467794095313
age Information Gain Ratio After Suppressing Class 81 : 0.0226246903206054
age Information Gain Ratio After Suppressing Class 82 : 0.0228100264686569
age Information Gain Ratio After Suppressing Class 83 : 0.0221758359859333
age Information Gain Ratio After Suppressing Class 84 : 0.021366325409927
age Information Gain Ratio After Suppressing Class 85 : 0.0207236833093098
age Information Gain Ratio After Suppressing Class 86 : 0.0212189332249203
age Information Gain Ratio After Suppressing Class 87 : 0.0217477302705414
age Information Gain Ratio After Suppressing Class 88 : 0.0221747275909239
age Information Gain Ratio After Suppressing Class 89 : 0.0227637283510456
age Information Gain Ratio After Suppressing Class 90 : 0.0227257164842169
age Information Gain Ratio After Suppressing Class 91 : 0.0232535416078199
age Information Gain Ratio After Suppressing Class 92 : 0.0221491427559761
age Information Gain Ratio After Suppressing Class 93 : 0.0228381430891043
age Information Gain Ratio After Suppressing Class 94 : 0.0232141893353953
age Information Gain Ratio After Suppressing Class 95 : 0.0238504351144007
age Information Gain Ratio After Suppressing Class 96 : 0.0254165582752137
age Information Gain Ratio After Suppressing Class 97 : 0.0250242811732332
age Information Gain Ratio After Suppressing Class 98 : 0.0258989807235624
age Information Gain Ratio After Suppressing Class 99 : 0.0271346133900981
age Information Gain Ratio After Suppressing Class 100 : 0.0296311135862292
age Information Gain Ratio After Suppressing Class 101 : 0.0316717319991136
age Information Gain Ratio After Suppressing Class 102 : 0.0310162514406898
age Information Gain Ratio After Suppressing Class 103 : 0.0335095341924171
age Information Gain Ratio After Suppressing Class 104 : 0.0353457555713414
age Information Gain Ratio After Suppressing Class 105 : 0.0365360896367489
age Information Gain Ratio After Suppressing Class 106 : 0.0374592782299361
age Information Gain Ratio After Suppressing Class 107 : 0.0396955283993099
age Information Gain Ratio After Suppressing Class 108 : 0.0426077878669501
age Information Gain Ratio After Suppressing Class 109 : 0.0417519558327426
age Information Gain Ratio After Suppressing Class 110 : 0.0415024135772104
age Information Gain Ratio After Suppressing Class 111 : 0.0430225721062895
age Information Gain Ratio After Suppressing Class 112 : 0.0449803130041371
age Information Gain Ratio After Suppressing Class 113 : 0.0437500795378475
age Information Gain Ratio After Suppressing Class 114 : 0.0446563321578545
age Information Gain Ratio After Suppressing Class 115 : 0.04659474045456
age Information Gain Ratio After Suppressing Class 116 : 0.047267314208093
age Information Gain Ratio After Suppressing Class 117 : 0.0461831173849269
age Information Gain Ratio After Suppressing Class 118 : 0.0457896690343709
age Information Gain Ratio After Suppressing Class 119 : 0.0479909155969766
age Information Gain Ratio After Suppressing Class 120 : 0.0493921040481491
age Information Gain Ratio After Suppressing Class 121 : 0.0481945432632752
age Information Gain Ratio After Suppressing Class 122 : 0.0474118805913103
age Information Gain Ratio After Suppressing Class 123 : 0.047099699831029
age Information Gain Ratio After Suppressing Class 124 : 0.0503409087966521
age Information Gain Ratio After Suppressing Class 125 : 0.0540868925753144
age Information Gain Ratio After Suppressing Class 126 : 0.0606400442135358
age Information Gain Ratio After Suppressing Class 127 : 0.0617740250830822
age Information Gain Ratio After Suppressing Class 128 : 0.0590755637265848
age Information Gain Ratio After Suppressing Class 129 : 0.0636527338444797
age Information Gain Ratio After Suppressing Class 130 : 0.0794938260572358
age Information Gain Ratio After Suppressing Class 131 : 0.0873614885299197
age Information Gain Ratio After Suppressing Class 132 : 0.081952139219702
age Information Gain Ratio After Suppressing Class 133 : 0.0890179612499304
age Information Gain Ratio After Suppressing Class 134 : 0.0810978205927508
age Information Gain Ratio After Suppressing Class 135 : 0.0692386244932351
age Information Gain Ratio After Suppressing Class 136 : 0.0559456298904735
age Information Gain Ratio After Suppressing Class 137 : 0.0633246139817963
age Information Gain Ratio After Suppressing Class 138 : 0.0660367833952198
age Information Gain Ratio After Suppressing Class 139 : 0.0786664969720803
age Information Gain Ratio After Suppressing Class 140 : 0.100613768336671
age Information Gain Ratio After Suppressing Class 141 : 0.134244424543565
age Information Gain Ratio After Suppressing Class 142 : 0.189876390113474
age Information Gain Ratio After Suppressing Class 143 : 0.265359589313369
age Information Gain Ratio After Suppressing Class 144 : 0.182209659957884
age Information Gain Ratio After Suppressing Class 145 : 0.0483625122324683
age Information Gain Ratio After Suppressing Class 146 : 0.0483625122324683
age Information Gain Ratio After Suppressing Class 147 : 0.0483625122324683
age Information Gain Ratio After Suppressing Class 148 : NaN

workclass Information Gain Ratio After Suppressing Class 1 : 0.000942915933320949
workclass Information Gain Ratio After Suppressing Class 2 : 0.00135177986027262
workclass Information Gain Ratio After Suppressing Class 3 : 0.00159179225232975
workclass Information Gain Ratio After Suppressing Class 4 : 0.00202948145510627
workclass Information Gain Ratio After Suppressing Class 5 : 0.00203796211437596
workclass Information Gain Ratio After Suppressing Class 6 : 0.0022699486576215
workclass Information Gain Ratio After Suppressing Class 7 : 0.00229171264304654
workclass Information Gain Ratio After Suppressing Class 8 : 0.00251488073173201
workclass Information Gain Ratio After Suppressing Class 9 : 0.00283318272498613
workclass Information Gain Ratio After Suppressing Class 10 : 0.00317777215025458
workclass Information Gain Ratio After Suppressing Class 11 : 0.00322122559144836
workclass Information Gain Ratio After Suppressing Class 12 : 0.00334548431064498
workclass Information Gain Ratio After Suppressing Class 13 : 0.00363800826489497
workclass Information Gain Ratio After Suppressing Class 14 : 0.00405940835954986
workclass Information Gain Ratio After Suppressing Class 15 : 0.00498411272017598
workclass Information Gain Ratio After Suppressing Class 16 : 0.00501211166029942
workclass Information Gain Ratio After Suppressing Class 17 : 0.00514396035486835
workclass Information Gain Ratio After Suppressing Class 18 : 0.00551375794711604
workclass Information Gain Ratio After Suppressing Class 19 : 0.00612704971261924
workclass Information Gain Ratio After Suppressing Class 20 : 0.00637519730210462
workclass Information Gain Ratio After Suppressing Class 21 : 0.00734983530418869
workclass Information Gain Ratio After Suppressing Class 22 : 0.00760973697912994
workclass Information Gain Ratio After Suppressing Class 23 : 0.00807496886659625
workclass Information Gain Ratio After Suppressing Class 24 : 0.00819446331087838
workclass Information Gain Ratio After Suppressing Class 25 : 0.00858762250528632
workclass Information Gain Ratio After Suppressing Class 26 : 0.00929877159190248
workclass Information Gain Ratio After Suppressing Class 27 : 0.00967526407164278
workclass Information Gain Ratio After Suppressing Class 28 : 0.00992146575846314
workclass Information Gain Ratio After Suppressing Class 29 : 0.00996403526387164
workclass Information Gain Ratio After Suppressing Class 30 : 0.0101272301054592
workclass Information Gain Ratio After Suppressing Class 31 : 0.0110581604514628
workclass Information Gain Ratio After Suppressing Class 32 : 0.0111009911357886
workclass Information Gain Ratio After Suppressing Class 33 : 0.0119743190373694
workclass Information Gain Ratio After Suppressing Class 34 : 0.0132320064423726
workclass Information Gain Ratio After Suppressing Class 35 : 0.0135531556265404
workclass Information Gain Ratio After Suppressing Class 36 : 0.0141748565159016
workclass Information Gain Ratio After Suppressing Class 37 : 0.0144475615044215
workclass Information Gain Ratio After Suppressing Class 38 : 0.0156674389323215
workclass Information Gain Ratio After Suppressing Class 39 : 0.0156177258463605
workclass Information Gain Ratio After Suppressing Class 40 : 0.0158075261047814
workclass Information Gain Ratio After Suppressing Class 41 : 0.0147771517470239
workclass Information Gain Ratio After Suppressing Class 42 : 0.0161451430261969
workclass Information Gain Ratio After Suppressing Class 43 : 0.0160903056976215
workclass Information Gain Ratio After Suppressing Class 44 : 0.0168338061860644
workclass Information Gain Ratio After Suppressing Class 45 : 0.0169344934530544
workclass Information Gain Ratio After Suppressing Class 46 : 0.0170319629428727
workclass Information Gain Ratio After Suppressing Class 47 : 0.016982806592329
workclass Information Gain Ratio After Suppressing Class 48 : 0.0173793690590088
workclass Information Gain Ratio After Suppressing Class 49 : 0.0173037985816903
workclass Information Gain Ratio After Suppressing Class 50 : 0.0170855749944275
workclass Information Gain Ratio After Suppressing Class 51 : 0.0175450014278697
workclass Information Gain Ratio After Suppressing Class 52 : 0.0175685823522061
workclass Information Gain Ratio After Suppressing Class 53 : 0.0177908255060433
workclass Information Gain Ratio After Suppressing Class 54 : 0.0180729221988884
workclass Information Gain Ratio After Suppressing Class 55 : 0.0179024385852015
workclass Information Gain Ratio After Suppressing Class 56 : 0.0181710496014591
workclass Information Gain Ratio After Suppressing Class 57 : 0.0183487413069716
workclass Information Gain Ratio After Suppressing Class 58 : 0.0188284953446266
workclass Information Gain Ratio After Suppressing Class 59 : 0.0189604552020109
workclass Information Gain Ratio After Suppressing Class 60 : 0.0200706080435329
workclass Information Gain Ratio After Suppressing Class 61 : 0.0200044915261086
workclass Information Gain Ratio After Suppressing Class 62 : 0.0200122088324565
workclass Information Gain Ratio After Suppressing Class 63 : 0.0205795093490722
workclass Information Gain Ratio After Suppressing Class 64 : 0.0218523872627034
workclass Information Gain Ratio After Suppressing Class 65 : 0.0230688901725432
workclass Information Gain Ratio After Suppressing Class 66 : 0.0241731120798685
workclass Information Gain Ratio After Suppressing Class 67 : 0.025677798929691
workclass Information Gain Ratio After Suppressing Class 68 : 0.0286091522824324
workclass Information Gain Ratio After Suppressing Class 69 : 0.0284932343796556
workclass Information Gain Ratio After Suppressing Class 70 : 0.0293642579121449
workclass Information Gain Ratio After Suppressing Class 71 : 0.0292212262897621
workclass Information Gain Ratio After Suppressing Class 72 : 0.0291702738928397
workclass Information Gain Ratio After Suppressing Class 73 : 0.0290220392521539
workclass Information Gain Ratio After Suppressing Class 74 : 0.0283854601254714
workclass Information Gain Ratio After Suppressing Class 75 : 0.0282380650712795
workclass Information Gain Ratio After Suppressing Class 76 : 0.0282313293927701
workclass Information Gain Ratio After Suppressing Class 77 : 0.0280805014234261
workclass Information Gain Ratio After Suppressing Class 78 : 0.0279279759016057
workclass Information Gain Ratio After Suppressing Class 79 : 0.0278687940641671
workclass Information Gain Ratio After Suppressing Class 80 : 0.0261767405108943
workclass Information Gain Ratio After Suppressing Class 81 : 0.025098309037649
workclass Information Gain Ratio After Suppressing Class 82 : 0.0257428504049057
workclass Information Gain Ratio After Suppressing Class 83 : 0.0255866978026348
workclass Information Gain Ratio After Suppressing Class 84 : 0.0246903047380542
workclass Information Gain Ratio After Suppressing Class 85 : 0.0246704290600693
workclass Information Gain Ratio After Suppressing Class 86 : 0.0245288414801903
workclass Information Gain Ratio After Suppressing Class 87 : 0.0243677352066644
workclass Information Gain Ratio After Suppressing Class 88 : 0.0243128881669079
workclass Information Gain Ratio After Suppressing Class 89 : 0.0241332910233098
workclass Information Gain Ratio After Suppressing Class 90 : 0.0246044447282849
workclass Information Gain Ratio After Suppressing Class 91 : 0.0262277070386669
workclass Information Gain Ratio After Suppressing Class 92 : 0.0260126714985317
workclass Information Gain Ratio After Suppressing Class 93 : 0.0250616421593937
workclass Information Gain Ratio After Suppressing Class 94 : 0.0264155971988469
workclass Information Gain Ratio After Suppressing Class 95 : 0.0298004816257323
workclass Information Gain Ratio After Suppressing Class 96 : 0.0295951535059776
workclass Information Gain Ratio After Suppressing Class 97 : 0.0265234889382118
workclass Information Gain Ratio After Suppressing Class 98 : 0.0262980256298967
workclass Information Gain Ratio After Suppressing Class 99 : 0.0263581851996813
workclass Information Gain Ratio After Suppressing Class 100 : 0.0261350311394386
workclass Information Gain Ratio After Suppressing Class 101 : 0.0257009840581926
workclass Information Gain Ratio After Suppressing Class 102 : 0.0202338304261656
workclass Information Gain Ratio After Suppressing Class 103 : 0.0206657197157417
workclass Information Gain Ratio After Suppressing Class 104 : 0.0220718403459236
workclass Information Gain Ratio After Suppressing Class 105 : 0.0227321745995665
workclass Information Gain Ratio After Suppressing Class 106 : 0.0246845837352472
workclass Information Gain Ratio After Suppressing Class 107 : 0.0271577907278741
workclass Information Gain Ratio After Suppressing Class 108 : 0.0270976105337364
workclass Information Gain Ratio After Suppressing Class 109 : 0.0201259040195752
workclass Information Gain Ratio After Suppressing Class 110 : 0.017879432280663
workclass Information Gain Ratio After Suppressing Class 111 : 0.0177255175897301
workclass Information Gain Ratio After Suppressing Class 112 : 0.0174491576366009
workclass Information Gain Ratio After Suppressing Class 113 : 0.0173395341712152
workclass Information Gain Ratio After Suppressing Class 114 : 0.0189385292452805
workclass Information Gain Ratio After Suppressing Class 115 : 0.0188978008580184
workclass Information Gain Ratio After Suppressing Class 116 : 0.0195165949988199
workclass Information Gain Ratio After Suppressing Class 117 : 0.0192462530767658
workclass Information Gain Ratio After Suppressing Class 118 : 0.0128967589768446
workclass Information Gain Ratio After Suppressing Class 119 : 0.0128910378592404
workclass Information Gain Ratio After Suppressing Class 120 : 0.0127281232650578
workclass Information Gain Ratio After Suppressing Class 121 : 0.00751349320898741
workclass Information Gain Ratio After Suppressing Class 122 : 0.00701300111846443
workclass Information Gain Ratio After Suppressing Class 123 : 0.0118375236238838
workclass Information Gain Ratio After Suppressing Class 124 : 0.0118020457802284
workclass Information Gain Ratio After Suppressing Class 125 : 0.0117567205224213
workclass Information Gain Ratio After Suppressing Class 126 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 127 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 128 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 129 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 130 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 131 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 132 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 133 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 134 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 135 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 136 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 137 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 138 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 139 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 140 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 141 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 142 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 143 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 144 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 145 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 146 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 147 : 0.0119936029090461
workclass Information Gain Ratio After Suppressing Class 148 : NaN

education-num Information Gain Ratio After Suppressing Class 1 : 0.000893085845984465
education-num Information Gain Ratio After Suppressing Class 2 : 0.00162949566402679
education-num Information Gain Ratio After Suppressing Class 3 : 0.00159438629581175
education-num Information Gain Ratio After Suppressing Class 4 : 0.001765958613446
education-num Information Gain Ratio After Suppressing Class 5 : 0.00197598860316105
education-num Information Gain Ratio After Suppressing Class 6 : 0.00184832914685608
education-num Information Gain Ratio After Suppressing Class 7 : 0.0011511038450103
education-num Information Gain Ratio After Suppressing Class 8 : 0.00144318929385311
education-num Information Gain Ratio After Suppressing Class 9 : 0.00172606564122074
education-num Information Gain Ratio After Suppressing Class 10 : 0.00162032840497195
education-num Information Gain Ratio After Suppressing Class 11 : 0.00131924124404338
education-num Information Gain Ratio After Suppressing Class 12 : 0.0017479516634169
education-num Information Gain Ratio After Suppressing Class 13 : 0.000846586604994301
education-num Information Gain Ratio After Suppressing Class 14 : 0.00116768509003726
education-num Information Gain Ratio After Suppressing Class 15 : 0.00135975415763658
education-num Information Gain Ratio After Suppressing Class 16 : 0.000830807518736182
education-num Information Gain Ratio After Suppressing Class 17 : 0.000943407653206912
education-num Information Gain Ratio After Suppressing Class 18 : 0.000836781082120777
education-num Information Gain Ratio After Suppressing Class 19 : 0.000718868583107588
education-num Information Gain Ratio After Suppressing Class 20 : 0.000937312048093455
education-num Information Gain Ratio After Suppressing Class 21 : 0.00108643899254518
education-num Information Gain Ratio After Suppressing Class 22 : 0.000915187111473467
education-num Information Gain Ratio After Suppressing Class 23 : 0.00118396945386834
education-num Information Gain Ratio After Suppressing Class 24 : 0.00106648290840704
education-num Information Gain Ratio After Suppressing Class 25 : 0.000987118453315533
education-num Information Gain Ratio After Suppressing Class 26 : 0.000704131794010104
education-num Information Gain Ratio After Suppressing Class 27 : 0.000640807527576462
education-num Information Gain Ratio After Suppressing Class 28 : 0.00184091769542868
education-num Information Gain Ratio After Suppressing Class 29 : 0.00244019416443968
education-num Information Gain Ratio After Suppressing Class 30 : 0.00283993964644959
education-num Information Gain Ratio After Suppressing Class 31 : 0.0029202062558023
education-num Information Gain Ratio After Suppressing Class 32 : 0.00339737968178445
education-num Information Gain Ratio After Suppressing Class 33 : 0.00255621405941837
education-num Information Gain Ratio After Suppressing Class 34 : 0.00285817403811453
education-num Information Gain Ratio After Suppressing Class 35 : 0.00328970610122228
education-num Information Gain Ratio After Suppressing Class 36 : 0.00397172299981494
education-num Information Gain Ratio After Suppressing Class 37 : 0.00395206586780218
education-num Information Gain Ratio After Suppressing Class 38 : 0.00418120388223615
education-num Information Gain Ratio After Suppressing Class 39 : 0.00482510490704562
education-num Information Gain Ratio After Suppressing Class 40 : 0.00524649676255946
education-num Information Gain Ratio After Suppressing Class 41 : 0.00497784077257953
education-num Information Gain Ratio After Suppressing Class 42 : 0.0039316253091705
education-num Information Gain Ratio After Suppressing Class 43 : 0.00465707323619484
education-num Information Gain Ratio After Suppressing Class 44 : 0.00431627840518106
education-num Information Gain Ratio After Suppressing Class 45 : 0.00376028828002045
education-num Information Gain Ratio After Suppressing Class 46 : 0.00431569526459172
education-num Information Gain Ratio After Suppressing Class 47 : 0.0041950500253313
education-num Information Gain Ratio After Suppressing Class 48 : 0.00484190324420057
education-num Information Gain Ratio After Suppressing Class 49 : 0.00463771353885956
education-num Information Gain Ratio After Suppressing Class 50 : 0.00414862652415258
education-num Information Gain Ratio After Suppressing Class 51 : 0.00481522908554308
education-num Information Gain Ratio After Suppressing Class 52 : 0.00526736349393911
education-num Information Gain Ratio After Suppressing Class 53 : 0.00615378472244253
education-num Information Gain Ratio After Suppressing Class 54 : 0.00847098565072456
education-num Information Gain Ratio After Suppressing Class 55 : 0.00932554737500159
education-num Information Gain Ratio After Suppressing Class 56 : 0.0111276408984126
education-num Information Gain Ratio After Suppressing Class 57 : 0.0101785155508076
education-num Information Gain Ratio After Suppressing Class 58 : 0.0102372928807895
education-num Information Gain Ratio After Suppressing Class 59 : 0.0105099541677874
education-num Information Gain Ratio After Suppressing Class 60 : 0.0114311991361778
education-num Information Gain Ratio After Suppressing Class 61 : 0.0112858458563751
education-num Information Gain Ratio After Suppressing Class 62 : 0.0112775270305691
education-num Information Gain Ratio After Suppressing Class 63 : 0.0114532207468969
education-num Information Gain Ratio After Suppressing Class 64 : 0.0109083280911088
education-num Information Gain Ratio After Suppressing Class 65 : 0.0117442765726381
education-num Information Gain Ratio After Suppressing Class 66 : 0.0122361187323378
education-num Information Gain Ratio After Suppressing Class 67 : 0.0135684734978251
education-num Information Gain Ratio After Suppressing Class 68 : 0.014957958520947
education-num Information Gain Ratio After Suppressing Class 69 : 0.0166110911332693
education-num Information Gain Ratio After Suppressing Class 70 : 0.0177844427891604
education-num Information Gain Ratio After Suppressing Class 71 : 0.0174356522425209
education-num Information Gain Ratio After Suppressing Class 72 : 0.0180248012517967
education-num Information Gain Ratio After Suppressing Class 73 : 0.0176610235751312
education-num Information Gain Ratio After Suppressing Class 74 : 0.0193465399931759
education-num Information Gain Ratio After Suppressing Class 75 : 0.0189843309277847
education-num Information Gain Ratio After Suppressing Class 76 : 0.019066189911115
education-num Information Gain Ratio After Suppressing Class 77 : 0.0186929062388687
education-num Information Gain Ratio After Suppressing Class 78 : 0.0183137740511115
education-num Information Gain Ratio After Suppressing Class 79 : 0.0182303813268121
education-num Information Gain Ratio After Suppressing Class 80 : 0.016964059611049
education-num Information Gain Ratio After Suppressing Class 81 : 0.0155571237652458
education-num Information Gain Ratio After Suppressing Class 82 : 0.015213505953363
education-num Information Gain Ratio After Suppressing Class 83 : 0.0148124586695479
education-num Information Gain Ratio After Suppressing Class 84 : 0.0159099126460175
education-num Information Gain Ratio After Suppressing Class 85 : 0.0160588139835683
education-num Information Gain Ratio After Suppressing Class 86 : 0.0156901572132573
education-num Information Gain Ratio After Suppressing Class 87 : 0.0152539777635218
education-num Information Gain Ratio After Suppressing Class 88 : 0.0172658298797349
education-num Information Gain Ratio After Suppressing Class 89 : 0.0167688777511016
education-num Information Gain Ratio After Suppressing Class 90 : 0.0159988521560826
education-num Information Gain Ratio After Suppressing Class 91 : 0.0184418844911153
education-num Information Gain Ratio After Suppressing Class 92 : 0.0178705220876336
education-num Information Gain Ratio After Suppressing Class 93 : 0.0194488399559935
education-num Information Gain Ratio After Suppressing Class 94 : 0.0201030477352966
education-num Information Gain Ratio After Suppressing Class 95 : 0.0230151713519989
education-num Information Gain Ratio After Suppressing Class 96 : 0.0224859632865053
education-num Information Gain Ratio After Suppressing Class 97 : 0.0201887524550117
education-num Information Gain Ratio After Suppressing Class 98 : 0.0195807387939669
education-num Information Gain Ratio After Suppressing Class 99 : 0.0220775016478898
education-num Information Gain Ratio After Suppressing Class 100 : 0.0216728679948177
education-num Information Gain Ratio After Suppressing Class 101 : 0.0205151069144105
education-num Information Gain Ratio After Suppressing Class 102 : 0.0173808407924152
education-num Information Gain Ratio After Suppressing Class 103 : 0.0185267346303833
education-num Information Gain Ratio After Suppressing Class 104 : 0.0188206247469904
education-num Information Gain Ratio After Suppressing Class 105 : 0.0202271799481411
education-num Information Gain Ratio After Suppressing Class 106 : 0.0205939519126412
education-num Information Gain Ratio After Suppressing Class 107 : 0.0210275719376949
education-num Information Gain Ratio After Suppressing Class 108 : 0.0210719559776873
education-num Information Gain Ratio After Suppressing Class 109 : 0.0160877605494864
education-num Information Gain Ratio After Suppressing Class 110 : 0.0199165591057068
education-num Information Gain Ratio After Suppressing Class 111 : 0.0255704637635
education-num Information Gain Ratio After Suppressing Class 112 : 0.0244974167597025
education-num Information Gain Ratio After Suppressing Class 113 : 0.0246048468810463
education-num Information Gain Ratio After Suppressing Class 114 : 0.0265016296602675
education-num Information Gain Ratio After Suppressing Class 115 : 0.0266684777039919
education-num Information Gain Ratio After Suppressing Class 116 : 0.0280548131819287
education-num Information Gain Ratio After Suppressing Class 117 : 0.0378674115837748
education-num Information Gain Ratio After Suppressing Class 118 : 0.0345193554272619
education-num Information Gain Ratio After Suppressing Class 119 : 0.0349294118856067
education-num Information Gain Ratio After Suppressing Class 120 : 0.0342589810485075
education-num Information Gain Ratio After Suppressing Class 121 : 0.0263347030634505
education-num Information Gain Ratio After Suppressing Class 122 : 0.0198977813264258
education-num Information Gain Ratio After Suppressing Class 123 : 0.0150740817527562
education-num Information Gain Ratio After Suppressing Class 124 : 0.013902305573145
education-num Information Gain Ratio After Suppressing Class 125 : 0.0123968816293594
education-num Information Gain Ratio After Suppressing Class 126 : 0.0132938766828236
education-num Information Gain Ratio After Suppressing Class 127 : 0.019041346282527
education-num Information Gain Ratio After Suppressing Class 128 : 0.0359609397291091
education-num Information Gain Ratio After Suppressing Class 129 : 0.0528065304008028
education-num Information Gain Ratio After Suppressing Class 130 : 0.0517873247438239
education-num Information Gain Ratio After Suppressing Class 131 : 0.0498044516850053
education-num Information Gain Ratio After Suppressing Class 132 : 0.0317636671717425
education-num Information Gain Ratio After Suppressing Class 133 : 0.0450277247155834
education-num Information Gain Ratio After Suppressing Class 134 : 0.042086723895473
education-num Information Gain Ratio After Suppressing Class 135 : 0.0384120167217759
education-num Information Gain Ratio After Suppressing Class 136 : 0.0342594232553865
education-num Information Gain Ratio After Suppressing Class 137 : 0.0604553373108638
education-num Information Gain Ratio After Suppressing Class 138 : 0.0667024423905044
education-num Information Gain Ratio After Suppressing Class 139 : 0.144356386880461
education-num Information Gain Ratio After Suppressing Class 140 : 0.147667311650232
education-num Information Gain Ratio After Suppressing Class 141 : 0.147527554632818
education-num Information Gain Ratio After Suppressing Class 142 : 0.146480943604532
education-num Information Gain Ratio After Suppressing Class 143 : 0.186029560132031
education-num Information Gain Ratio After Suppressing Class 144 : 0.17096330699384
education-num Information Gain Ratio After Suppressing Class 145 : 0.134048142070232
education-num Information Gain Ratio After Suppressing Class 146 : 0.250343029719836
education-num Information Gain Ratio After Suppressing Class 147 : 0.0691743984909063
education-num Information Gain Ratio After Suppressing Class 148 : NaN

marital-status Information Gain Ratio After Suppressing Class 1 : 0.0016487706779479
marital-status Information Gain Ratio After Suppressing Class 2 : 0.00235654825605029
marital-status Information Gain Ratio After Suppressing Class 3 : 0.00308068385271239
marital-status Information Gain Ratio After Suppressing Class 4 : 0.00365325240160415
marital-status Information Gain Ratio After Suppressing Class 5 : 0.00390241125884812
marital-status Information Gain Ratio After Suppressing Class 6 : 0.00419412083723723
marital-status Information Gain Ratio After Suppressing Class 7 : 0.00436472853740709
marital-status Information Gain Ratio After Suppressing Class 8 : 0.00468307145729556
marital-status Information Gain Ratio After Suppressing Class 9 : 0.0050904025750049
marital-status Information Gain Ratio After Suppressing Class 10 : 0.00532323081778562
marital-status Information Gain Ratio After Suppressing Class 11 : 0.00591340507560213
marital-status Information Gain Ratio After Suppressing Class 12 : 0.00605265802525003
marital-status Information Gain Ratio After Suppressing Class 13 : 0.00580048986410989
marital-status Information Gain Ratio After Suppressing Class 14 : 0.00632590768071059
marital-status Information Gain Ratio After Suppressing Class 15 : 0.0065465987181499
marital-status Information Gain Ratio After Suppressing Class 16 : 0.00699719036495419
marital-status Information Gain Ratio After Suppressing Class 17 : 0.00750400310292519
marital-status Information Gain Ratio After Suppressing Class 18 : 0.0080239796655643
marital-status Information Gain Ratio After Suppressing Class 19 : 0.00862270961463033
marital-status Information Gain Ratio After Suppressing Class 20 : 0.00859996161970705
marital-status Information Gain Ratio After Suppressing Class 21 : 0.00873844184852671
marital-status Information Gain Ratio After Suppressing Class 22 : 0.0095107209053551
marital-status Information Gain Ratio After Suppressing Class 23 : 0.00953416175753564
marital-status Information Gain Ratio After Suppressing Class 24 : 0.00966535264010981
marital-status Information Gain Ratio After Suppressing Class 25 : 0.0102603623111253
marital-status Information Gain Ratio After Suppressing Class 26 : 0.010987310260263
marital-status Information Gain Ratio After Suppressing Class 27 : 0.0116066871868249
marital-status Information Gain Ratio After Suppressing Class 28 : 0.0123429545806146
marital-status Information Gain Ratio After Suppressing Class 29 : 0.0127748097487684
marital-status Information Gain Ratio After Suppressing Class 30 : 0.0131741324048243
marital-status Information Gain Ratio After Suppressing Class 31 : 0.0138391579592894
marital-status Information Gain Ratio After Suppressing Class 32 : 0.0145918937332684
marital-status Information Gain Ratio After Suppressing Class 33 : 0.0141847632673162
marital-status Information Gain Ratio After Suppressing Class 34 : 0.0147594026011979
marital-status Information Gain Ratio After Suppressing Class 35 : 0.0158788902631406
marital-status Information Gain Ratio After Suppressing Class 36 : 0.0161535519300835
marital-status Information Gain Ratio After Suppressing Class 37 : 0.0165413518381442
marital-status Information Gain Ratio After Suppressing Class 38 : 0.017288309378619
marital-status Information Gain Ratio After Suppressing Class 39 : 0.0172282980798734
marital-status Information Gain Ratio After Suppressing Class 40 : 0.0183209314572059
marital-status Information Gain Ratio After Suppressing Class 41 : 0.0180032697539537
marital-status Information Gain Ratio After Suppressing Class 42 : 0.0176339791785637
marital-status Information Gain Ratio After Suppressing Class 43 : 0.0175609054683567
marital-status Information Gain Ratio After Suppressing Class 44 : 0.0173399458745462
marital-status Information Gain Ratio After Suppressing Class 45 : 0.0171681858755545
marital-status Information Gain Ratio After Suppressing Class 46 : 0.0176804256971928
marital-status Information Gain Ratio After Suppressing Class 47 : 0.0182423726872744
marital-status Information Gain Ratio After Suppressing Class 48 : 0.0179916808324068
marital-status Information Gain Ratio After Suppressing Class 49 : 0.0179900878249095
marital-status Information Gain Ratio After Suppressing Class 50 : 0.0188153982671478
marital-status Information Gain Ratio After Suppressing Class 51 : 0.0191165771294821
marital-status Information Gain Ratio After Suppressing Class 52 : 0.0194926549466985
marital-status Information Gain Ratio After Suppressing Class 53 : 0.0201064947029613
marital-status Information Gain Ratio After Suppressing Class 54 : 0.0208263364092384
marital-status Information Gain Ratio After Suppressing Class 55 : 0.0205104587698938
marital-status Information Gain Ratio After Suppressing Class 56 : 0.0205769110270432
marital-status Information Gain Ratio After Suppressing Class 57 : 0.0200446591024038
marital-status Information Gain Ratio After Suppressing Class 58 : 0.020605611038225
marital-status Information Gain Ratio After Suppressing Class 59 : 0.0219892633642472
marital-status Information Gain Ratio After Suppressing Class 60 : 0.0231462572532783
marital-status Information Gain Ratio After Suppressing Class 61 : 0.0232692432802033
marital-status Information Gain Ratio After Suppressing Class 62 : 0.0241094167193796
marital-status Information Gain Ratio After Suppressing Class 63 : 0.0246406698281398
marital-status Information Gain Ratio After Suppressing Class 64 : 0.0247353901946686
marital-status Information Gain Ratio After Suppressing Class 65 : 0.0250650411915496
marital-status Information Gain Ratio After Suppressing Class 66 : 0.0249329882695959
marital-status Information Gain Ratio After Suppressing Class 67 : 0.0260955837237778
marital-status Information Gain Ratio After Suppressing Class 68 : 0.0262738867302605
marital-status Information Gain Ratio After Suppressing Class 69 : 0.0263735675149409
marital-status Information Gain Ratio After Suppressing Class 70 : 0.0287019749779248
marital-status Information Gain Ratio After Suppressing Class 71 : 0.0284148359659521
marital-status Information Gain Ratio After Suppressing Class 72 : 0.0302416620323077
marital-status Information Gain Ratio After Suppressing Class 73 : 0.0299432850383871
marital-status Information Gain Ratio After Suppressing Class 74 : 0.0302346705875068
marital-status Information Gain Ratio After Suppressing Class 75 : 0.0302935960685777
marital-status Information Gain Ratio After Suppressing Class 76 : 0.0312779662847374
marital-status Information Gain Ratio After Suppressing Class 77 : 0.0310243227671664
marital-status Information Gain Ratio After Suppressing Class 78 : 0.03108544021883
marital-status Information Gain Ratio After Suppressing Class 79 : 0.0322947094155773
marital-status Information Gain Ratio After Suppressing Class 80 : 0.0316190167104413
marital-status Information Gain Ratio After Suppressing Class 81 : 0.0308562932567966
marital-status Information Gain Ratio After Suppressing Class 82 : 0.0307362407563852
marital-status Information Gain Ratio After Suppressing Class 83 : 0.0304545105988169
marital-status Information Gain Ratio After Suppressing Class 84 : 0.0296104956594011
marital-status Information Gain Ratio After Suppressing Class 85 : 0.0298717348343248
marital-status Information Gain Ratio After Suppressing Class 86 : 0.0300333480625012
marital-status Information Gain Ratio After Suppressing Class 87 : 0.0301049714916578
marital-status Information Gain Ratio After Suppressing Class 88 : 0.0307637173938614
marital-status Information Gain Ratio After Suppressing Class 89 : 0.030320819097698
marital-status Information Gain Ratio After Suppressing Class 90 : 0.0300113996719474
marital-status Information Gain Ratio After Suppressing Class 91 : 0.0307682459087666
marital-status Information Gain Ratio After Suppressing Class 92 : 0.0302500427023597
marital-status Information Gain Ratio After Suppressing Class 93 : 0.0300773292176442
marital-status Information Gain Ratio After Suppressing Class 94 : 0.0312801399321865
marital-status Information Gain Ratio After Suppressing Class 95 : 0.0322871838755839
marital-status Information Gain Ratio After Suppressing Class 96 : 0.0325440345774224
marital-status Information Gain Ratio After Suppressing Class 97 : 0.0313487731892867
marital-status Information Gain Ratio After Suppressing Class 98 : 0.0308809118001566
marital-status Information Gain Ratio After Suppressing Class 99 : 0.0326756870694818
marital-status Information Gain Ratio After Suppressing Class 100 : 0.034524318272527
marital-status Information Gain Ratio After Suppressing Class 101 : 0.0368528703322236
marital-status Information Gain Ratio After Suppressing Class 102 : 0.0351823121966031
marital-status Information Gain Ratio After Suppressing Class 103 : 0.0356924544859422
marital-status Information Gain Ratio After Suppressing Class 104 : 0.0380217954364822
marital-status Information Gain Ratio After Suppressing Class 105 : 0.0393011765266839
marital-status Information Gain Ratio After Suppressing Class 106 : 0.0419205923879505
marital-status Information Gain Ratio After Suppressing Class 107 : 0.0446185233332225
marital-status Information Gain Ratio After Suppressing Class 108 : 0.0463967996562647
marital-status Information Gain Ratio After Suppressing Class 109 : 0.0439996302217786
marital-status Information Gain Ratio After Suppressing Class 110 : 0.0432357884409736
marital-status Information Gain Ratio After Suppressing Class 111 : 0.0436647338764733
marital-status Information Gain Ratio After Suppressing Class 112 : 0.0426472764649797
marital-status Information Gain Ratio After Suppressing Class 113 : 0.0444716185647994
marital-status Information Gain Ratio After Suppressing Class 114 : 0.0468693155093851
marital-status Information Gain Ratio After Suppressing Class 115 : 0.049571119867519
marital-status Information Gain Ratio After Suppressing Class 116 : 0.0592177106700696
marital-status Information Gain Ratio After Suppressing Class 117 : 0.0590073648527641
marital-status Information Gain Ratio After Suppressing Class 118 : 0.0576513467391862
marital-status Information Gain Ratio After Suppressing Class 119 : 0.0638183916878417
marital-status Information Gain Ratio After Suppressing Class 120 : 0.0718703724558259
marital-status Information Gain Ratio After Suppressing Class 121 : 0.0676170201786941
marital-status Information Gain Ratio After Suppressing Class 122 : 0.064425788588171
marital-status Information Gain Ratio After Suppressing Class 123 : 0.0625121501562171
marital-status Information Gain Ratio After Suppressing Class 124 : 0.0637485860415484
marital-status Information Gain Ratio After Suppressing Class 125 : 0.0646596632523511
marital-status Information Gain Ratio After Suppressing Class 126 : 0.0734423566313262
marital-status Information Gain Ratio After Suppressing Class 127 : 0.0757599141781319
marital-status Information Gain Ratio After Suppressing Class 128 : 0.0748371072952131
marital-status Information Gain Ratio After Suppressing Class 129 : 0.0873451046061048
marital-status Information Gain Ratio After Suppressing Class 130 : 0.0920478790827338
marital-status Information Gain Ratio After Suppressing Class 131 : 0.0909831468426725
marital-status Information Gain Ratio After Suppressing Class 132 : 0.0830046555840167
marital-status Information Gain Ratio After Suppressing Class 133 : 0.0866467755420861
marital-status Information Gain Ratio After Suppressing Class 134 : 0.083589590478001
marital-status Information Gain Ratio After Suppressing Class 135 : 0.0790186593546202
marital-status Information Gain Ratio After Suppressing Class 136 : 0.0738037883606705
marital-status Information Gain Ratio After Suppressing Class 137 : 0.105122983914053
marital-status Information Gain Ratio After Suppressing Class 138 : 0.111886454326093
marital-status Information Gain Ratio After Suppressing Class 139 : 0.139741057044855
marital-status Information Gain Ratio After Suppressing Class 140 : 0.152756680725727
marital-status Information Gain Ratio After Suppressing Class 141 : 0.149202309835678
marital-status Information Gain Ratio After Suppressing Class 142 : 0.160314746930192
marital-status Information Gain Ratio After Suppressing Class 143 : 0.209658693438404
marital-status Information Gain Ratio After Suppressing Class 144 : 0.126508764076234
marital-status Information Gain Ratio After Suppressing Class 145 : 0.104063408150587
marital-status Information Gain Ratio After Suppressing Class 146 : 0.104063408150587
marital-status Information Gain Ratio After Suppressing Class 147 : 0.104063408150587
marital-status Information Gain Ratio After Suppressing Class 148 : NaN

occupation Information Gain Ratio After Suppressing Class 1 : 0.000540938777229875
occupation Information Gain Ratio After Suppressing Class 2 : 0.00106088465344365
occupation Information Gain Ratio After Suppressing Class 3 : 0.0010778545943148
occupation Information Gain Ratio After Suppressing Class 4 : 0.000889489547085207
occupation Information Gain Ratio After Suppressing Class 5 : 0.000716487783569142
occupation Information Gain Ratio After Suppressing Class 6 : 0.000822299672060739
occupation Information Gain Ratio After Suppressing Class 7 : 0.000723894656025618
occupation Information Gain Ratio After Suppressing Class 8 : 0.000809413855535242
occupation Information Gain Ratio After Suppressing Class 9 : 0.00102183659680149
occupation Information Gain Ratio After Suppressing Class 10 : 0.00100432200085275
occupation Information Gain Ratio After Suppressing Class 11 : 0.00116825682179763
occupation Information Gain Ratio After Suppressing Class 12 : 0.0015244669965912
occupation Information Gain Ratio After Suppressing Class 13 : 0.00177594878216254
occupation Information Gain Ratio After Suppressing Class 14 : 0.0021301220984436
occupation Information Gain Ratio After Suppressing Class 15 : 0.00198296909757273
occupation Information Gain Ratio After Suppressing Class 16 : 0.0015659576718147
occupation Information Gain Ratio After Suppressing Class 17 : 0.00155015957017202
occupation Information Gain Ratio After Suppressing Class 18 : 0.00214372937420028
occupation Information Gain Ratio After Suppressing Class 19 : 0.0026238203921645
occupation Information Gain Ratio After Suppressing Class 20 : 0.00251924335974543
occupation Information Gain Ratio After Suppressing Class 21 : 0.00278319448989718
occupation Information Gain Ratio After Suppressing Class 22 : 0.00278819351472617
occupation Information Gain Ratio After Suppressing Class 23 : 0.0030584313971791
occupation Information Gain Ratio After Suppressing Class 24 : 0.00316126862988348
occupation Information Gain Ratio After Suppressing Class 25 : 0.00350484759140802
occupation Information Gain Ratio After Suppressing Class 26 : 0.00352795107231783
occupation Information Gain Ratio After Suppressing Class 27 : 0.00356285891670619
occupation Information Gain Ratio After Suppressing Class 28 : 0.00366934175354428
occupation Information Gain Ratio After Suppressing Class 29 : 0.00373093355283938
occupation Information Gain Ratio After Suppressing Class 30 : 0.00437849384112678
occupation Information Gain Ratio After Suppressing Class 31 : 0.00463698248293503
occupation Information Gain Ratio After Suppressing Class 32 : 0.00481732033908226
occupation Information Gain Ratio After Suppressing Class 33 : 0.00459507626320247
occupation Information Gain Ratio After Suppressing Class 34 : 0.00484900363715033
occupation Information Gain Ratio After Suppressing Class 35 : 0.00499390684141112
occupation Information Gain Ratio After Suppressing Class 36 : 0.00500763773609187
occupation Information Gain Ratio After Suppressing Class 37 : 0.00542935078239549
occupation Information Gain Ratio After Suppressing Class 38 : 0.00579406854353138
occupation Information Gain Ratio After Suppressing Class 39 : 0.00565018245993289
occupation Information Gain Ratio After Suppressing Class 40 : 0.00595998270990837
occupation Information Gain Ratio After Suppressing Class 41 : 0.00540030572267274
occupation Information Gain Ratio After Suppressing Class 42 : 0.00521996844419694
occupation Information Gain Ratio After Suppressing Class 43 : 0.00505333718721396
occupation Information Gain Ratio After Suppressing Class 44 : 0.00511302473051816
occupation Information Gain Ratio After Suppressing Class 45 : 0.00474699392823962
occupation Information Gain Ratio After Suppressing Class 46 : 0.00485034477481607
occupation Information Gain Ratio After Suppressing Class 47 : 0.0047391395960073
occupation Information Gain Ratio After Suppressing Class 48 : 0.0048913808274149
occupation Information Gain Ratio After Suppressing Class 49 : 0.0046438560468644
occupation Information Gain Ratio After Suppressing Class 50 : 0.00494269097257296
occupation Information Gain Ratio After Suppressing Class 51 : 0.00512346709108647
occupation Information Gain Ratio After Suppressing Class 52 : 0.00522618966319077
occupation Information Gain Ratio After Suppressing Class 53 : 0.00560403385281828
occupation Information Gain Ratio After Suppressing Class 54 : 0.0056235676786479
occupation Information Gain Ratio After Suppressing Class 55 : 0.00508305959491052
occupation Information Gain Ratio After Suppressing Class 56 : 0.00534468388038312
occupation Information Gain Ratio After Suppressing Class 57 : 0.00476321389848975
occupation Information Gain Ratio After Suppressing Class 58 : 0.00494679930374773
occupation Information Gain Ratio After Suppressing Class 59 : 0.00496319817214878
occupation Information Gain Ratio After Suppressing Class 60 : 0.00523050049530085
occupation Information Gain Ratio After Suppressing Class 61 : 0.00554520781503912
occupation Information Gain Ratio After Suppressing Class 62 : 0.00640577846998761
occupation Information Gain Ratio After Suppressing Class 63 : 0.00679237848413538
occupation Information Gain Ratio After Suppressing Class 64 : 0.0070317079600881
occupation Information Gain Ratio After Suppressing Class 65 : 0.00743825830866241
occupation Information Gain Ratio After Suppressing Class 66 : 0.00982974795833849
occupation Information Gain Ratio After Suppressing Class 67 : 0.0107821425901708
occupation Information Gain Ratio After Suppressing Class 68 : 0.0111829165582832
occupation Information Gain Ratio After Suppressing Class 69 : 0.0110418461236349
occupation Information Gain Ratio After Suppressing Class 70 : 0.0112224173249865
occupation Information Gain Ratio After Suppressing Class 71 : 0.0110433519631272
occupation Information Gain Ratio After Suppressing Class 72 : 0.0114420774858986
occupation Information Gain Ratio After Suppressing Class 73 : 0.0109254789992928
occupation Information Gain Ratio After Suppressing Class 74 : 0.0107382807884107
occupation Information Gain Ratio After Suppressing Class 75 : 0.0102379788213923
occupation Information Gain Ratio After Suppressing Class 76 : 0.010584126509452
occupation Information Gain Ratio After Suppressing Class 77 : 0.0103791971213196
occupation Information Gain Ratio After Suppressing Class 78 : 0.0101731932601529
occupation Information Gain Ratio After Suppressing Class 79 : 0.010622423000139
occupation Information Gain Ratio After Suppressing Class 80 : 0.0100622721235888
occupation Information Gain Ratio After Suppressing Class 81 : 0.00945573254100734
occupation Information Gain Ratio After Suppressing Class 82 : 0.0089799986667119
occupation Information Gain Ratio After Suppressing Class 83 : 0.00838736080869706
occupation Information Gain Ratio After Suppressing Class 84 : 0.00763787183577235
occupation Information Gain Ratio After Suppressing Class 85 : 0.00773243801349688
occupation Information Gain Ratio After Suppressing Class 86 : 0.00719512780393983
occupation Information Gain Ratio After Suppressing Class 87 : 0.00695528148297433
occupation Information Gain Ratio After Suppressing Class 88 : 0.00691587490547486
occupation Information Gain Ratio After Suppressing Class 89 : 0.0076641377984962
occupation Information Gain Ratio After Suppressing Class 90 : 0.00865067515634995
occupation Information Gain Ratio After Suppressing Class 91 : 0.00926467273662484
occupation Information Gain Ratio After Suppressing Class 92 : 0.010188702070003
occupation Information Gain Ratio After Suppressing Class 93 : 0.0105927533563661
occupation Information Gain Ratio After Suppressing Class 94 : 0.0109787273254572
occupation Information Gain Ratio After Suppressing Class 95 : 0.0117309117258923
occupation Information Gain Ratio After Suppressing Class 96 : 0.0114179658892108
occupation Information Gain Ratio After Suppressing Class 97 : 0.0104200402219312
occupation Information Gain Ratio After Suppressing Class 98 : 0.0100732951685946
occupation Information Gain Ratio After Suppressing Class 99 : 0.0106418223118563
occupation Information Gain Ratio After Suppressing Class 100 : 0.0109060634988705
occupation Information Gain Ratio After Suppressing Class 101 : 0.00944377589794897
occupation Information Gain Ratio After Suppressing Class 102 : 0.00817912758729829
occupation Information Gain Ratio After Suppressing Class 103 : 0.0116235065599103
occupation Information Gain Ratio After Suppressing Class 104 : 0.0117928109926212
occupation Information Gain Ratio After Suppressing Class 105 : 0.011987322215727
occupation Information Gain Ratio After Suppressing Class 106 : 0.0136647068783197
occupation Information Gain Ratio After Suppressing Class 107 : 0.0161139398045476
occupation Information Gain Ratio After Suppressing Class 108 : 0.0161636223534916
occupation Information Gain Ratio After Suppressing Class 109 : 0.0140248868127969
occupation Information Gain Ratio After Suppressing Class 110 : 0.0131520061017225
occupation Information Gain Ratio After Suppressing Class 111 : 0.0129474166076742
occupation Information Gain Ratio After Suppressing Class 112 : 0.010390493116204
occupation Information Gain Ratio After Suppressing Class 113 : 0.0103891194736642
occupation Information Gain Ratio After Suppressing Class 114 : 0.010804683898005
occupation Information Gain Ratio After Suppressing Class 115 : 0.0123204879561579
occupation Information Gain Ratio After Suppressing Class 116 : 0.0122744863665839
occupation Information Gain Ratio After Suppressing Class 117 : 0.0146042297961549
occupation Information Gain Ratio After Suppressing Class 118 : 0.0130767180975798
occupation Information Gain Ratio After Suppressing Class 119 : 0.0170799135990022
occupation Information Gain Ratio After Suppressing Class 120 : 0.0167728334693969
occupation Information Gain Ratio After Suppressing Class 121 : 0.0141445127547073
occupation Information Gain Ratio After Suppressing Class 122 : 0.0120125342753262
occupation Information Gain Ratio After Suppressing Class 123 : 0.0103500259336216
occupation Information Gain Ratio After Suppressing Class 124 : 0.0101569937973956
occupation Information Gain Ratio After Suppressing Class 125 : 0.00560406713476708
occupation Information Gain Ratio After Suppressing Class 126 : 0.00874798374110339
occupation Information Gain Ratio After Suppressing Class 127 : 0.00835757431650411
occupation Information Gain Ratio After Suppressing Class 128 : 0.0118121861500263
occupation Information Gain Ratio After Suppressing Class 129 : 0.0145967206018355
occupation Information Gain Ratio After Suppressing Class 130 : 0.0198120654855151
occupation Information Gain Ratio After Suppressing Class 131 : 0.0267402755385337
occupation Information Gain Ratio After Suppressing Class 132 : 0.0200671074937611
occupation Information Gain Ratio After Suppressing Class 133 : 0.0188684621882742
occupation Information Gain Ratio After Suppressing Class 134 : 0.00677835120572277
occupation Information Gain Ratio After Suppressing Class 135 : 0.0108169616551509
occupation Information Gain Ratio After Suppressing Class 136 : 0.00216439924250113
occupation Information Gain Ratio After Suppressing Class 137 : 0.00218424234573596
occupation Information Gain Ratio After Suppressing Class 138 : 0.0137869991800809
occupation Information Gain Ratio After Suppressing Class 139 : 0.0267741737742636
occupation Information Gain Ratio After Suppressing Class 140 : 0.0190911992875694
occupation Information Gain Ratio After Suppressing Class 141 : 0.0065730592141791
occupation Information Gain Ratio After Suppressing Class 142 : 0.0437488125121982
occupation Information Gain Ratio After Suppressing Class 143 : 0.06326010009154
occupation Information Gain Ratio After Suppressing Class 144 : 0.198359507728475
occupation Information Gain Ratio After Suppressing Class 145 : 0.130223608322703
occupation Information Gain Ratio After Suppressing Class 146 : 0.29245231401026
occupation Information Gain Ratio After Suppressing Class 147 : 0.02706511414341
occupation Information Gain Ratio After Suppressing Class 148 : NaN

race Information Gain Ratio After Suppressing Class 1 : 0.000914077846007865
race Information Gain Ratio After Suppressing Class 2 : 0.00117145068429336
race Information Gain Ratio After Suppressing Class 3 : 0.00144253512202237
race Information Gain Ratio After Suppressing Class 4 : 0.00144765751720112
race Information Gain Ratio After Suppressing Class 5 : 0.00185562508075369
race Information Gain Ratio After Suppressing Class 6 : 0.00174419534990818
race Information Gain Ratio After Suppressing Class 7 : 0.00243960529969591
race Information Gain Ratio After Suppressing Class 8 : 0.00274823523875824
race Information Gain Ratio After Suppressing Class 9 : 0.00269277117270784
race Information Gain Ratio After Suppressing Class 10 : 0.0038561540595993
race Information Gain Ratio After Suppressing Class 11 : 0.00414171574220236
race Information Gain Ratio After Suppressing Class 12 : 0.00381916275290131
race Information Gain Ratio After Suppressing Class 13 : 0.0033772795412002
race Information Gain Ratio After Suppressing Class 14 : 0.00344219546864412
race Information Gain Ratio After Suppressing Class 15 : 0.00343658878770571
race Information Gain Ratio After Suppressing Class 16 : 0.00353365616757323
race Information Gain Ratio After Suppressing Class 17 : 0.00367243746389495
race Information Gain Ratio After Suppressing Class 18 : 0.00359001273982471
race Information Gain Ratio After Suppressing Class 19 : 0.00391445389194306
race Information Gain Ratio After Suppressing Class 20 : 0.00434880366082845
race Information Gain Ratio After Suppressing Class 21 : 0.00514930641362722
race Information Gain Ratio After Suppressing Class 22 : 0.00485917481091916
race Information Gain Ratio After Suppressing Class 23 : 0.00503792462991015
race Information Gain Ratio After Suppressing Class 24 : 0.00506399759245207
race Information Gain Ratio After Suppressing Class 25 : 0.00517947217993054
race Information Gain Ratio After Suppressing Class 26 : 0.00570718886595178
race Information Gain Ratio After Suppressing Class 27 : 0.00574059597803523
race Information Gain Ratio After Suppressing Class 28 : 0.00734946182500486
race Information Gain Ratio After Suppressing Class 29 : 0.00739245602660443
race Information Gain Ratio After Suppressing Class 30 : 0.00771635296575811
race Information Gain Ratio After Suppressing Class 31 : 0.00735847098913945
race Information Gain Ratio After Suppressing Class 32 : 0.00733956885332676
race Information Gain Ratio After Suppressing Class 33 : 0.00733278954374997
race Information Gain Ratio After Suppressing Class 34 : 0.00740117900620258
race Information Gain Ratio After Suppressing Class 35 : 0.0075097144885845
race Information Gain Ratio After Suppressing Class 36 : 0.00856020587822845
race Information Gain Ratio After Suppressing Class 37 : 0.00820591494512599
race Information Gain Ratio After Suppressing Class 38 : 0.00816618869552702
race Information Gain Ratio After Suppressing Class 39 : 0.00819718178369818
race Information Gain Ratio After Suppressing Class 40 : 0.00850183201408115
race Information Gain Ratio After Suppressing Class 41 : 0.0084573450632898
race Information Gain Ratio After Suppressing Class 42 : 0.00787005800683078
race Information Gain Ratio After Suppressing Class 43 : 0.00790496633343511
race Information Gain Ratio After Suppressing Class 44 : 0.00798304666395158
race Information Gain Ratio After Suppressing Class 45 : 0.00794483786097291
race Information Gain Ratio After Suppressing Class 46 : 0.00801277197620246
race Information Gain Ratio After Suppressing Class 47 : 0.00804576692364174
race Information Gain Ratio After Suppressing Class 48 : 0.0081338142481717
race Information Gain Ratio After Suppressing Class 49 : 0.00747158325954017
race Information Gain Ratio After Suppressing Class 50 : 0.00623856173103591
race Information Gain Ratio After Suppressing Class 51 : 0.00625747574404858
race Information Gain Ratio After Suppressing Class 52 : 0.00625640083471915
race Information Gain Ratio After Suppressing Class 53 : 0.00618959830407513
race Information Gain Ratio After Suppressing Class 54 : 0.00659866318020351
race Information Gain Ratio After Suppressing Class 55 : 0.00669974264465927
race Information Gain Ratio After Suppressing Class 56 : 0.00826185749787644
race Information Gain Ratio After Suppressing Class 57 : 0.0119861793395526
race Information Gain Ratio After Suppressing Class 58 : 0.0120010848504013
race Information Gain Ratio After Suppressing Class 59 : 0.0119716920631845
race Information Gain Ratio After Suppressing Class 60 : 0.0120017080232292
race Information Gain Ratio After Suppressing Class 61 : 0.0120498037501671
race Information Gain Ratio After Suppressing Class 62 : 0.0120826974911933
race Information Gain Ratio After Suppressing Class 63 : 0.0120877593340913
race Information Gain Ratio After Suppressing Class 64 : 0.0110003234904316
race Information Gain Ratio After Suppressing Class 65 : 0.0111169680894216
race Information Gain Ratio After Suppressing Class 66 : 0.0110474651643497
race Information Gain Ratio After Suppressing Class 67 : 0.0110411144618734
race Information Gain Ratio After Suppressing Class 68 : 0.0110999732349095
race Information Gain Ratio After Suppressing Class 69 : 0.0111774204911676
race Information Gain Ratio After Suppressing Class 70 : 0.0106660402297837
race Information Gain Ratio After Suppressing Class 71 : 0.0107533555415339
race Information Gain Ratio After Suppressing Class 72 : 0.0108387865089104
race Information Gain Ratio After Suppressing Class 73 : 0.00940389734256037
race Information Gain Ratio After Suppressing Class 74 : 0.0112296014470045
race Information Gain Ratio After Suppressing Class 75 : 0.00974133790105491
race Information Gain Ratio After Suppressing Class 76 : 0.00977618019001213
race Information Gain Ratio After Suppressing Class 77 : 0.00821721787164415
race Information Gain Ratio After Suppressing Class 78 : 0.00660930041712401
race Information Gain Ratio After Suppressing Class 79 : 0.00665431766273142
race Information Gain Ratio After Suppressing Class 80 : 0.00653156691242944
race Information Gain Ratio After Suppressing Class 81 : 0.00640187060161432
race Information Gain Ratio After Suppressing Class 82 : 0.00368012384523742
race Information Gain Ratio After Suppressing Class 83 : 0.00182822222866548
race Information Gain Ratio After Suppressing Class 84 : 0.00177279318531638
race Information Gain Ratio After Suppressing Class 85 : 0.00030011042418329
race Information Gain Ratio After Suppressing Class 86 : 0.000222870245737649
race Information Gain Ratio After Suppressing Class 87 : 0.00226277028535168
race Information Gain Ratio After Suppressing Class 88 : 0.00221887679369943
race Information Gain Ratio After Suppressing Class 89 : 0.00450398919184999
race Information Gain Ratio After Suppressing Class 90 : 0.00458016097189215
race Information Gain Ratio After Suppressing Class 91 : 0.00453814787326318
race Information Gain Ratio After Suppressing Class 92 : 0.00703841874199046
race Information Gain Ratio After Suppressing Class 93 : 0.0090615119757687
race Information Gain Ratio After Suppressing Class 94 : 0.00906109060294422
race Information Gain Ratio After Suppressing Class 95 : 0.00904201848039923
race Information Gain Ratio After Suppressing Class 96 : 0.00900934167645834
race Information Gain Ratio After Suppressing Class 97 : 0.00907089038274052
race Information Gain Ratio After Suppressing Class 98 : 0.0105655182790471
race Information Gain Ratio After Suppressing Class 99 : 0.0105644900312832
race Information Gain Ratio After Suppressing Class 100 : 0.0105583425063856
race Information Gain Ratio After Suppressing Class 101 : 0.0105486357727941
race Information Gain Ratio After Suppressing Class 102 : 0.0105591013073689
race Information Gain Ratio After Suppressing Class 103 : 0.0105571661624757
race Information Gain Ratio After Suppressing Class 104 : 0.0105551194634055
race Information Gain Ratio After Suppressing Class 105 : 0.0105566323356081
race Information Gain Ratio After Suppressing Class 106 : 0.0105544392028278
race Information Gain Ratio After Suppressing Class 107 : 0.0105522820256848
race Information Gain Ratio After Suppressing Class 108 : 0.0105484850247149
race Information Gain Ratio After Suppressing Class 109 : 0.0105678375434609
race Information Gain Ratio After Suppressing Class 110 : 0.0105747404844441
race Information Gain Ratio After Suppressing Class 111 : 0.0105705759819694
race Information Gain Ratio After Suppressing Class 112 : 0.0105638095422977
race Information Gain Ratio After Suppressing Class 113 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 114 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 115 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 116 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 117 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 118 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 119 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 120 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 121 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 122 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 123 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 124 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 125 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 126 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 127 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 128 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 129 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 130 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 131 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 132 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 133 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 134 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 135 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 136 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 137 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 138 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 139 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 140 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 141 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 142 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 143 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 144 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 145 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 146 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 147 : 0.010592574984683
race Information Gain Ratio After Suppressing Class 148 : NaN

sex Information Gain Ratio After Suppressing Class 1 : 0.00048738059088637
sex Information Gain Ratio After Suppressing Class 2 : 0.000913103606834255
sex Information Gain Ratio After Suppressing Class 3 : 0.00105439581032436
sex Information Gain Ratio After Suppressing Class 4 : 0.000960702873759024
sex Information Gain Ratio After Suppressing Class 5 : 0.00125312823845114
sex Information Gain Ratio After Suppressing Class 6 : 0.000941070320910661
sex Information Gain Ratio After Suppressing Class 7 : 0.000983489139315036
sex Information Gain Ratio After Suppressing Class 8 : 0.000802000908212606
sex Information Gain Ratio After Suppressing Class 9 : 0.000712160527984028
sex Information Gain Ratio After Suppressing Class 10 : 0.000885367819540968
sex Information Gain Ratio After Suppressing Class 11 : 0.000901593363387729
sex Information Gain Ratio After Suppressing Class 12 : 0.001157312679603
sex Information Gain Ratio After Suppressing Class 13 : 0.00107048529074982
sex Information Gain Ratio After Suppressing Class 14 : 0.00131706623407685
sex Information Gain Ratio After Suppressing Class 15 : 0.00154011606833647
sex Information Gain Ratio After Suppressing Class 16 : 0.00236721522679985
sex Information Gain Ratio After Suppressing Class 17 : 0.00264431964095605
sex Information Gain Ratio After Suppressing Class 18 : 0.00258993713333559
sex Information Gain Ratio After Suppressing Class 19 : 0.00237100832481463
sex Information Gain Ratio After Suppressing Class 20 : 0.00258159864190066
sex Information Gain Ratio After Suppressing Class 21 : 0.00334982538720708
sex Information Gain Ratio After Suppressing Class 22 : 0.00393475803924449
sex Information Gain Ratio After Suppressing Class 23 : 0.00377422395106423
sex Information Gain Ratio After Suppressing Class 24 : 0.00370035119850134
sex Information Gain Ratio After Suppressing Class 25 : 0.00413677532418408
sex Information Gain Ratio After Suppressing Class 26 : 0.00401181657546351
sex Information Gain Ratio After Suppressing Class 27 : 0.00441678220763724
sex Information Gain Ratio After Suppressing Class 28 : 0.00518558135673196
sex Information Gain Ratio After Suppressing Class 29 : 0.00527617340650418
sex Information Gain Ratio After Suppressing Class 30 : 0.00480158755171194
sex Information Gain Ratio After Suppressing Class 31 : 0.00594595232326817
sex Information Gain Ratio After Suppressing Class 32 : 0.00610563716588768
sex Information Gain Ratio After Suppressing Class 33 : 0.00736396074378635
sex Information Gain Ratio After Suppressing Class 34 : 0.00784968551518149
sex Information Gain Ratio After Suppressing Class 35 : 0.00810061435661914
sex Information Gain Ratio After Suppressing Class 36 : 0.00767380147796094
sex Information Gain Ratio After Suppressing Class 37 : 0.00749124287728649
sex Information Gain Ratio After Suppressing Class 38 : 0.0087809570997054
sex Information Gain Ratio After Suppressing Class 39 : 0.00896494247037975
sex Information Gain Ratio After Suppressing Class 40 : 0.00915385182445348
sex Information Gain Ratio After Suppressing Class 41 : 0.00845055652632843
sex Information Gain Ratio After Suppressing Class 42 : 0.00966425573761395
sex Information Gain Ratio After Suppressing Class 43 : 0.00942835907834502
sex Information Gain Ratio After Suppressing Class 44 : 0.00934435137903765
sex Information Gain Ratio After Suppressing Class 45 : 0.00936451358819257
sex Information Gain Ratio After Suppressing Class 46 : 0.00978645950348134
sex Information Gain Ratio After Suppressing Class 47 : 0.00999690601153479
sex Information Gain Ratio After Suppressing Class 48 : 0.00997753625231856
sex Information Gain Ratio After Suppressing Class 49 : 0.00963702177007607
sex Information Gain Ratio After Suppressing Class 50 : 0.00982552299183362
sex Information Gain Ratio After Suppressing Class 51 : 0.00987623556002916
sex Information Gain Ratio After Suppressing Class 52 : 0.00996856485543297
sex Information Gain Ratio After Suppressing Class 53 : 0.00988716309182185
sex Information Gain Ratio After Suppressing Class 54 : 0.00992918100483806
sex Information Gain Ratio After Suppressing Class 55 : 0.0105488360480513
sex Information Gain Ratio After Suppressing Class 56 : 0.0102037096812169
sex Information Gain Ratio After Suppressing Class 57 : 0.0101868646668816
sex Information Gain Ratio After Suppressing Class 58 : 0.010361073983811
sex Information Gain Ratio After Suppressing Class 59 : 0.0103662595406053
sex Information Gain Ratio After Suppressing Class 60 : 0.0107241585866986
sex Information Gain Ratio After Suppressing Class 61 : 0.0105230414310974
sex Information Gain Ratio After Suppressing Class 62 : 0.010201757744973
sex Information Gain Ratio After Suppressing Class 63 : 0.0103401868621766
sex Information Gain Ratio After Suppressing Class 64 : 0.00942464897286237
sex Information Gain Ratio After Suppressing Class 65 : 0.00881580358552574
sex Information Gain Ratio After Suppressing Class 66 : 0.00831627533001209
sex Information Gain Ratio After Suppressing Class 67 : 0.00863512110515254
sex Information Gain Ratio After Suppressing Class 68 : 0.00898515288909025
sex Information Gain Ratio After Suppressing Class 69 : 0.0085172505752784
sex Information Gain Ratio After Suppressing Class 70 : 0.00845186040908086
sex Information Gain Ratio After Suppressing Class 71 : 0.00893006191357195
sex Information Gain Ratio After Suppressing Class 72 : 0.00952424389394739
sex Information Gain Ratio After Suppressing Class 73 : 0.0088827164613782
sex Information Gain Ratio After Suppressing Class 74 : 0.0086465046949756
sex Information Gain Ratio After Suppressing Class 75 : 0.00801419755729108
sex Information Gain Ratio After Suppressing Class 76 : 0.00823298942013637
sex Information Gain Ratio After Suppressing Class 77 : 0.00757339076156097
sex Information Gain Ratio After Suppressing Class 78 : 0.00811777416640928
sex Information Gain Ratio After Suppressing Class 79 : 0.00851894245009204
sex Information Gain Ratio After Suppressing Class 80 : 0.00796729114884055
sex Information Gain Ratio After Suppressing Class 81 : 0.0117339669546495
sex Information Gain Ratio After Suppressing Class 82 : 0.012876513334838
sex Information Gain Ratio After Suppressing Class 83 : 0.0135088812925388
sex Information Gain Ratio After Suppressing Class 84 : 0.013584114985069
sex Information Gain Ratio After Suppressing Class 85 : 0.015692380194137
sex Information Gain Ratio After Suppressing Class 86 : 0.0163701308403504
sex Information Gain Ratio After Suppressing Class 87 : 0.0155454056623205
sex Information Gain Ratio After Suppressing Class 88 : 0.0160697448110354
sex Information Gain Ratio After Suppressing Class 89 : 0.015111953922941
sex Information Gain Ratio After Suppressing Class 90 : 0.0146840071240304
sex Information Gain Ratio After Suppressing Class 91 : 0.0146385098405159
sex Information Gain Ratio After Suppressing Class 92 : 0.0135130703556746
sex Information Gain Ratio After Suppressing Class 93 : 0.0120991388766808
sex Information Gain Ratio After Suppressing Class 94 : 0.0123938393889645
sex Information Gain Ratio After Suppressing Class 95 : 0.0124255367831687
sex Information Gain Ratio After Suppressing Class 96 : 0.0113791309779015
sex Information Gain Ratio After Suppressing Class 97 : 0.0104553893419637
sex Information Gain Ratio After Suppressing Class 98 : 0.0114533248751473
sex Information Gain Ratio After Suppressing Class 99 : 0.0124024711002494
sex Information Gain Ratio After Suppressing Class 100 : 0.0119135888892374
sex Information Gain Ratio After Suppressing Class 101 : 0.0114748356495915
sex Information Gain Ratio After Suppressing Class 102 : 0.0102861710842137
sex Information Gain Ratio After Suppressing Class 103 : 0.00841169607991206
sex Information Gain Ratio After Suppressing Class 104 : 0.00908690200841599
sex Information Gain Ratio After Suppressing Class 105 : 0.00925054427597184
sex Information Gain Ratio After Suppressing Class 106 : 0.00999704896001324
sex Information Gain Ratio After Suppressing Class 107 : 0.0107522087506774
sex Information Gain Ratio After Suppressing Class 108 : 0.0117643316277065
sex Information Gain Ratio After Suppressing Class 109 : 0.00962571018255608
sex Information Gain Ratio After Suppressing Class 110 : 0.00874085203035185
sex Information Gain Ratio After Suppressing Class 111 : 0.0101224728668942
sex Information Gain Ratio After Suppressing Class 112 : 0.0119882574050166
sex Information Gain Ratio After Suppressing Class 113 : 0.010345270437225
sex Information Gain Ratio After Suppressing Class 114 : 0.0108053585754888
sex Information Gain Ratio After Suppressing Class 115 : 0.0124391043854965
sex Information Gain Ratio After Suppressing Class 116 : 0.0124117512754808
sex Information Gain Ratio After Suppressing Class 117 : 0.0148808303581006
sex Information Gain Ratio After Suppressing Class 118 : 0.0133118139323441
sex Information Gain Ratio After Suppressing Class 119 : 0.0152682638599604
sex Information Gain Ratio After Suppressing Class 120 : 0.0179995791519602
sex Information Gain Ratio After Suppressing Class 121 : 0.0149259736936586
sex Information Gain Ratio After Suppressing Class 122 : 0.034486874445425
sex Information Gain Ratio After Suppressing Class 123 : 0.0324584048197651
sex Information Gain Ratio After Suppressing Class 124 : 0.0295440465220913
sex Information Gain Ratio After Suppressing Class 125 : 0.0256324592065927
sex Information Gain Ratio After Suppressing Class 126 : 0.0316075456508397
sex Information Gain Ratio After Suppressing Class 127 : 0.0504854644415497
sex Information Gain Ratio After Suppressing Class 128 : 0.0459143794290284
sex Information Gain Ratio After Suppressing Class 129 : 0.0557574011150415
sex Information Gain Ratio After Suppressing Class 130 : 0.0526197101866532
sex Information Gain Ratio After Suppressing Class 131 : 0.0455135026550121
sex Information Gain Ratio After Suppressing Class 132 : 0.0408799166243884
sex Information Gain Ratio After Suppressing Class 133 : 0.0408677947976771
sex Information Gain Ratio After Suppressing Class 134 : 0.0504848572421956
sex Information Gain Ratio After Suppressing Class 135 : 0.0361398157323438
sex Information Gain Ratio After Suppressing Class 136 : 0.0467432217910129
sex Information Gain Ratio After Suppressing Class 137 : 0.053451339626237
sex Information Gain Ratio After Suppressing Class 138 : 0.0544869961078765
sex Information Gain Ratio After Suppressing Class 139 : 0.0682371930903087
sex Information Gain Ratio After Suppressing Class 140 : 0.0876931848597048
sex Information Gain Ratio After Suppressing Class 141 : 0.117012789870422
sex Information Gain Ratio After Suppressing Class 142 : 0.0886740513742185
sex Information Gain Ratio After Suppressing Class 143 : 0.11033913322342
sex Information Gain Ratio After Suppressing Class 144 : 0.0407483487127512
sex Information Gain Ratio After Suppressing Class 145 : 0.0407483487127512
sex Information Gain Ratio After Suppressing Class 146 : 0.0407483487127512
sex Information Gain Ratio After Suppressing Class 147 : 0.0407483487127512
sex Information Gain Ratio After Suppressing Class 148 : NaN

native-country Information Gain Ratio After Suppressing Class 1 : 0.00140654891192428
native-country Information Gain Ratio After Suppressing Class 2 : 0.00172042023939857
native-country Information Gain Ratio After Suppressing Class 3 : 0.00176293732509955
native-country Information Gain Ratio After Suppressing Class 4 : 0.00235589113668557
native-country Information Gain Ratio After Suppressing Class 5 : 0.00278376971757777
native-country Information Gain Ratio After Suppressing Class 6 : 0.00262591218270182
native-country Information Gain Ratio After Suppressing Class 7 : 0.00223455365158797
native-country Information Gain Ratio After Suppressing Class 8 : 0.00265897528751654
native-country Information Gain Ratio After Suppressing Class 9 : 0.00287361173331135
native-country Information Gain Ratio After Suppressing Class 10 : 0.00319971127122316
native-country Information Gain Ratio After Suppressing Class 11 : 0.0034843876450587
native-country Information Gain Ratio After Suppressing Class 12 : 0.00312311488503973
native-country Information Gain Ratio After Suppressing Class 13 : 0.0022577007478483
native-country Information Gain Ratio After Suppressing Class 14 : 0.00232493531606342
native-country Information Gain Ratio After Suppressing Class 15 : 0.0024838351873708
native-country Information Gain Ratio After Suppressing Class 16 : 0.00314833282497607
native-country Information Gain Ratio After Suppressing Class 17 : 0.0030747784971407
native-country Information Gain Ratio After Suppressing Class 18 : 0.00270466872503278
native-country Information Gain Ratio After Suppressing Class 19 : 0.0021216266467972
native-country Information Gain Ratio After Suppressing Class 20 : 0.00247378779713284
native-country Information Gain Ratio After Suppressing Class 21 : 0.00302206107732918
native-country Information Gain Ratio After Suppressing Class 22 : 0.00294880092487096
native-country Information Gain Ratio After Suppressing Class 23 : 0.00191775567099957
native-country Information Gain Ratio After Suppressing Class 24 : 0.00210078819817134
native-country Information Gain Ratio After Suppressing Class 25 : 0.00174905522964271
native-country Information Gain Ratio After Suppressing Class 26 : 0.000192199480318293
native-country Information Gain Ratio After Suppressing Class 27 : 0.000153142810627583
native-country Information Gain Ratio After Suppressing Class 28 : 0.00155244833246044
native-country Information Gain Ratio After Suppressing Class 29 : 0.0017244811122499
native-country Information Gain Ratio After Suppressing Class 30 : 0.00262967090000748
native-country Information Gain Ratio After Suppressing Class 31 : 0.00251231586334914
native-country Information Gain Ratio After Suppressing Class 32 : 0.00245594190035891
native-country Information Gain Ratio After Suppressing Class 33 : 0.00239973126957818
native-country Information Gain Ratio After Suppressing Class 34 : 0.00234770669265629
native-country Information Gain Ratio After Suppressing Class 35 : 0.00228260832068193
native-country Information Gain Ratio After Suppressing Class 36 : 0.00285975634736789
native-country Information Gain Ratio After Suppressing Class 37 : 0.00282553668010865
native-country Information Gain Ratio After Suppressing Class 38 : 0.00235288695707494
native-country Information Gain Ratio After Suppressing Class 39 : 0.0023430566682114
native-country Information Gain Ratio After Suppressing Class 40 : 0.00229519170619273
native-country Information Gain Ratio After Suppressing Class 41 : 0.00224129953218493
native-country Information Gain Ratio After Suppressing Class 42 : 0.00217968700829161
native-country Information Gain Ratio After Suppressing Class 43 : 0.00217098943841961
native-country Information Gain Ratio After Suppressing Class 44 : 0.00215425476224306
native-country Information Gain Ratio After Suppressing Class 45 : 0.00181269234124488
native-country Information Gain Ratio After Suppressing Class 46 : 0.00177855507784477
native-country Information Gain Ratio After Suppressing Class 47 : 0.00177191982416468
native-country Information Gain Ratio After Suppressing Class 48 : 0.000534931531066049
native-country Information Gain Ratio After Suppressing Class 49 : 0.000530224490277589
native-country Information Gain Ratio After Suppressing Class 50 : 0.000845931474412075
native-country Information Gain Ratio After Suppressing Class 51 : 0.000834031838957455
native-country Information Gain Ratio After Suppressing Class 52 : 0.000817353630031225
native-country Information Gain Ratio After Suppressing Class 53 : 0.000768953625750756
native-country Information Gain Ratio After Suppressing Class 54 : 0.000737451546842302
native-country Information Gain Ratio After Suppressing Class 55 : 0.000783386773210219
native-country Information Gain Ratio After Suppressing Class 56 : 0.000887365201238164
native-country Information Gain Ratio After Suppressing Class 57 : 0.00092284970758603
native-country Information Gain Ratio After Suppressing Class 58 : 0.000933943898579011
native-country Information Gain Ratio After Suppressing Class 59 : 0.000951910128753848
native-country Information Gain Ratio After Suppressing Class 60 : 0.000974144801579868
native-country Information Gain Ratio After Suppressing Class 61 : 0.000980115555356433
native-country Information Gain Ratio After Suppressing Class 62 : 0.00101395796319743
native-country Information Gain Ratio After Suppressing Class 63 : 0.00102582813111614
native-country Information Gain Ratio After Suppressing Class 64 : 0.00102944417486819
native-country Information Gain Ratio After Suppressing Class 65 : 0.00103508873041401
native-country Information Gain Ratio After Suppressing Class 66 : 0.00106982102150823
native-country Information Gain Ratio After Suppressing Class 67 : 0.00110475048061545
native-country Information Gain Ratio After Suppressing Class 68 : 0.0011064673105296
native-country Information Gain Ratio After Suppressing Class 69 : 0.00110522329982964
native-country Information Gain Ratio After Suppressing Class 70 : 0.00112871224003489
native-country Information Gain Ratio After Suppressing Class 71 : 0.00323129439750089
native-country Information Gain Ratio After Suppressing Class 72 : 0.00475793310800727
native-country Information Gain Ratio After Suppressing Class 73 : 0.00476735032650969
native-country Information Gain Ratio After Suppressing Class 74 : 0.00477953631114959
native-country Information Gain Ratio After Suppressing Class 75 : 0.00478864014316586
native-country Information Gain Ratio After Suppressing Class 76 : 0.00479627984279618
native-country Information Gain Ratio After Suppressing Class 77 : 0.00480480960318015
native-country Information Gain Ratio After Suppressing Class 78 : 0.0048130070658348
native-country Information Gain Ratio After Suppressing Class 79 : 0.00482018733932679
native-country Information Gain Ratio After Suppressing Class 80 : 0.00482275996304769
native-country Information Gain Ratio After Suppressing Class 81 : 0.00482445768499755
native-country Information Gain Ratio After Suppressing Class 82 : 0.00874096532733523
native-country Information Gain Ratio After Suppressing Class 83 : 0.00872514630349405
native-country Information Gain Ratio After Suppressing Class 84 : 0.00874379211279463
native-country Information Gain Ratio After Suppressing Class 85 : 0.00873250583248522
native-country Information Gain Ratio After Suppressing Class 86 : 0.00871584573668553
native-country Information Gain Ratio After Suppressing Class 87 : 0.00869723317798266
native-country Information Gain Ratio After Suppressing Class 88 : 0.00868671433567286
native-country Information Gain Ratio After Suppressing Class 89 : 0.00866556344046938
native-country Information Gain Ratio After Suppressing Class 90 : 0.00869569795101777
native-country Information Gain Ratio After Suppressing Class 91 : 0.00868242031366624
native-country Information Gain Ratio After Suppressing Class 92 : 0.00865695728694769
native-country Information Gain Ratio After Suppressing Class 93 : 0.00866716460226671
native-country Information Gain Ratio After Suppressing Class 94 : 0.00866747357836106
native-country Information Gain Ratio After Suppressing Class 95 : 0.00865111494040134
native-country Information Gain Ratio After Suppressing Class 96 : 0.00862267394659292
native-country Information Gain Ratio After Suppressing Class 97 : 0.00867705515778302
native-country Information Gain Ratio After Suppressing Class 98 : 0.00864543740258042
native-country Information Gain Ratio After Suppressing Class 99 : 0.00863569386386266
native-country Information Gain Ratio After Suppressing Class 100 : 0.00858489324123665
native-country Information Gain Ratio After Suppressing Class 101 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 102 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 103 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 104 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 105 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 106 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 107 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 108 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 109 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 110 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 111 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 112 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 113 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 114 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 115 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 116 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 117 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 118 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 119 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 120 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 121 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 122 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 123 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 124 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 125 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 126 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 127 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 128 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 129 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 130 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 131 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 132 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 133 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 134 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 135 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 136 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 137 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 138 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 139 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 140 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 141 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 142 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 143 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 144 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 145 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 146 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 147 : 0.0117663929579685
native-country Information Gain Ratio After Suppressing Class 148 : NaN

Level Normalized Mutual Information

QI = age
QI Level, Level Classification Gain
7 , -0.5
6 , -0.260987485788143
5 , 1
4 , 0.711400231211728
3 , 0.394350810659457
2 , 0.210259653519794
1 , 0

QI = workclass
QI Level, Level Classification Gain
5 , 0
4 , 0
3 , 0
2 , 0
1 , 0

QI = education-num
QI Level, Level Classification Gain
5 , -0.5
4 , 1
3 , 0.663872466117803
2 , 0.370657153118651
1 , 0

QI = marital-status
QI Level, Level Classification Gain
4 , -0.5
3 , 0.712472853893816
2 , 1
1 , 0

QI = occupation
QI Level, Level Classification Gain
3 , -0.5
2 , 1
1 , 0

QI = race
QI Level, Level Classification Gain
3 , 0
2 , 0
1 , 0

QI = sex
QI Level, Level Classification Gain
2 , 0
1 , 0

QI = native-country
QI Level, Level Classification Gain
4 , -0.5
3 , 1
2 , -0.448644511717836
1 , 0




Number of Tuples in each class after sorting

Class: 1, (Distinct Tuples) size = 1, Frequency: 944, (K = 2), Tuples Suppressed in Class: 944, Total Tuples Suppressed: 944
Class: 2, (Distinct Tuples) size = 2, Frequency: 303, (K = 3), Tuples Suppressed in Class: 606, Total Tuples Suppressed: 1550
Class: 3, (Distinct Tuples) size = 3, Frequency: 200, (K = 4), Tuples Suppressed in Class: 600, Total Tuples Suppressed: 2150
Class: 4, (Distinct Tuples) size = 4, Frequency: 121, (K = 5), Tuples Suppressed in Class: 484, Total Tuples Suppressed: 2634
Class: 5, (Distinct Tuples) size = 5, Frequency: 83, (K = 6), Tuples Suppressed in Class: 415, Total Tuples Suppressed: 3049
Class: 6, (Distinct Tuples) size = 6, Frequency: 50, (K = 7), Tuples Suppressed in Class: 300, Total Tuples Suppressed: 3349
Class: 7, (Distinct Tuples) size = 7, Frequency: 49, (K = 8), Tuples Suppressed in Class: 343, Total Tuples Suppressed: 3692
Class: 8, (Distinct Tuples) size = 8, Frequency: 32, (K = 9), Tuples Suppressed in Class: 256, Total Tuples Suppressed: 3948
Class: 9, (Distinct Tuples) size = 9, Frequency: 31, (K = 10), Tuples Suppressed in Class: 279, Total Tuples Suppressed: 4227
Class: 10, (Distinct Tuples) size = 10, Frequency: 25, (K = 11), Tuples Suppressed in Class: 250, Total Tuples Suppressed: 4477
Class: 11, (Distinct Tuples) size = 11, Frequency: 23, (K = 12), Tuples Suppressed in Class: 253, Total Tuples Suppressed: 4730
Class: 12, (Distinct Tuples) size = 12, Frequency: 21, (K = 13), Tuples Suppressed in Class: 252, Total Tuples Suppressed: 4982
Class: 13, (Distinct Tuples) size = 13, Frequency: 17, (K = 14), Tuples Suppressed in Class: 221, Total Tuples Suppressed: 5203
Class: 14, (Distinct Tuples) size = 14, Frequency: 21, (K = 15), Tuples Suppressed in Class: 294, Total Tuples Suppressed: 5497
Class: 15, (Distinct Tuples) size = 15, Frequency: 18, (K = 16), Tuples Suppressed in Class: 270, Total Tuples Suppressed: 5767
Class: 16, (Distinct Tuples) size = 16, Frequency: 22, (K = 17), Tuples Suppressed in Class: 352, Total Tuples Suppressed: 6119
Class: 17, (Distinct Tuples) size = 17, Frequency: 11, (K = 18), Tuples Suppressed in Class: 187, Total Tuples Suppressed: 6306
Class: 18, (Distinct Tuples) size = 18, Frequency: 12, (K = 19), Tuples Suppressed in Class: 216, Total Tuples Suppressed: 6522
Class: 19, (Distinct Tuples) size = 19, Frequency: 16, (K = 20), Tuples Suppressed in Class: 304, Total Tuples Suppressed: 6826
Class: 20, (Distinct Tuples) size = 20, Frequency: 9, (K = 21), Tuples Suppressed in Class: 180, Total Tuples Suppressed: 7006
Class: 21, (Distinct Tuples) size = 21, Frequency: 14, (K = 22), Tuples Suppressed in Class: 294, Total Tuples Suppressed: 7300
Class: 22, (Distinct Tuples) size = 22, Frequency: 7, (K = 23), Tuples Suppressed in Class: 154, Total Tuples Suppressed: 7454
Class: 23, (Distinct Tuples) size = 23, Frequency: 7, (K = 24), Tuples Suppressed in Class: 161, Total Tuples Suppressed: 7615
Class: 24, (Distinct Tuples) size = 24, Frequency: 2, (K = 25), Tuples Suppressed in Class: 48, Total Tuples Suppressed: 7663
Class: 25, (Distinct Tuples) size = 25, Frequency: 12, (K = 26), Tuples Suppressed in Class: 300, Total Tuples Suppressed: 7963
Class: 26, (Distinct Tuples) size = 26, Frequency: 8, (K = 27), Tuples Suppressed in Class: 208, Total Tuples Suppressed: 8171
Class: 27, (Distinct Tuples) size = 27, Frequency: 5, (K = 28), Tuples Suppressed in Class: 135, Total Tuples Suppressed: 8306
Class: 28, (Distinct Tuples) size = 28, Frequency: 6, (K = 29), Tuples Suppressed in Class: 168, Total Tuples Suppressed: 8474
Class: 29, (Distinct Tuples) size = 29, Frequency: 4, (K = 30), Tuples Suppressed in Class: 116, Total Tuples Suppressed: 8590
Class: 30, (Distinct Tuples) size = 30, Frequency: 7, (K = 31), Tuples Suppressed in Class: 210, Total Tuples Suppressed: 8800
Class: 31, (Distinct Tuples) size = 31, Frequency: 8, (K = 32), Tuples Suppressed in Class: 248, Total Tuples Suppressed: 9048
Class: 32, (Distinct Tuples) size = 32, Frequency: 4, (K = 33), Tuples Suppressed in Class: 128, Total Tuples Suppressed: 9176
Class: 33, (Distinct Tuples) size = 33, Frequency: 4, (K = 34), Tuples Suppressed in Class: 132, Total Tuples Suppressed: 9308
Class: 34, (Distinct Tuples) size = 34, Frequency: 5, (K = 35), Tuples Suppressed in Class: 170, Total Tuples Suppressed: 9478
Class: 35, (Distinct Tuples) size = 35, Frequency: 4, (K = 36), Tuples Suppressed in Class: 140, Total Tuples Suppressed: 9618
Class: 36, (Distinct Tuples) size = 37, Frequency: 6, (K = 38), Tuples Suppressed in Class: 222, Total Tuples Suppressed: 9840
Class: 37, (Distinct Tuples) size = 38, Frequency: 3, (K = 39), Tuples Suppressed in Class: 114, Total Tuples Suppressed: 9954
Class: 38, (Distinct Tuples) size = 39, Frequency: 4, (K = 40), Tuples Suppressed in Class: 156, Total Tuples Suppressed: 10110
Class: 39, (Distinct Tuples) size = 40, Frequency: 1, (K = 41), Tuples Suppressed in Class: 40, Total Tuples Suppressed: 10150
Class: 40, (Distinct Tuples) size = 41, Frequency: 3, (K = 42), Tuples Suppressed in Class: 123, Total Tuples Suppressed: 10273
Class: 41, (Distinct Tuples) size = 42, Frequency: 3, (K = 43), Tuples Suppressed in Class: 126, Total Tuples Suppressed: 10399
Class: 42, (Distinct Tuples) size = 43, Frequency: 4, (K = 44), Tuples Suppressed in Class: 172, Total Tuples Suppressed: 10571
Class: 43, (Distinct Tuples) size = 44, Frequency: 1, (K = 45), Tuples Suppressed in Class: 44, Total Tuples Suppressed: 10615
Class: 44, (Distinct Tuples) size = 46, Frequency: 2, (K = 47), Tuples Suppressed in Class: 92, Total Tuples Suppressed: 10707
Class: 45, (Distinct Tuples) size = 47, Frequency: 2, (K = 48), Tuples Suppressed in Class: 94, Total Tuples Suppressed: 10801
Class: 46, (Distinct Tuples) size = 48, Frequency: 3, (K = 49), Tuples Suppressed in Class: 144, Total Tuples Suppressed: 10945
Class: 47, (Distinct Tuples) size = 49, Frequency: 1, (K = 50), Tuples Suppressed in Class: 49, Total Tuples Suppressed: 10994
Class: 48, (Distinct Tuples) size = 50, Frequency: 2, (K = 51), Tuples Suppressed in Class: 100, Total Tuples Suppressed: 11094
Class: 49, (Distinct Tuples) size = 51, Frequency: 1, (K = 52), Tuples Suppressed in Class: 51, Total Tuples Suppressed: 11145
Class: 50, (Distinct Tuples) size = 53, Frequency: 5, (K = 54), Tuples Suppressed in Class: 265, Total Tuples Suppressed: 11410
Class: 51, (Distinct Tuples) size = 55, Frequency: 1, (K = 56), Tuples Suppressed in Class: 55, Total Tuples Suppressed: 11465
Class: 52, (Distinct Tuples) size = 56, Frequency: 1, (K = 57), Tuples Suppressed in Class: 56, Total Tuples Suppressed: 11521
Class: 53, (Distinct Tuples) size = 57, Frequency: 2, (K = 58), Tuples Suppressed in Class: 114, Total Tuples Suppressed: 11635
Class: 54, (Distinct Tuples) size = 58, Frequency: 3, (K = 59), Tuples Suppressed in Class: 174, Total Tuples Suppressed: 11809
Class: 55, (Distinct Tuples) size = 59, Frequency: 2, (K = 60), Tuples Suppressed in Class: 118, Total Tuples Suppressed: 11927
Class: 56, (Distinct Tuples) size = 60, Frequency: 6, (K = 61), Tuples Suppressed in Class: 360, Total Tuples Suppressed: 12287
Class: 57, (Distinct Tuples) size = 61, Frequency: 2, (K = 62), Tuples Suppressed in Class: 122, Total Tuples Suppressed: 12409
Class: 58, (Distinct Tuples) size = 64, Frequency: 1, (K = 65), Tuples Suppressed in Class: 64, Total Tuples Suppressed: 12473
Class: 59, (Distinct Tuples) size = 66, Frequency: 1, (K = 67), Tuples Suppressed in Class: 66, Total Tuples Suppressed: 12539
Class: 60, (Distinct Tuples) size = 67, Frequency: 2, (K = 68), Tuples Suppressed in Class: 134, Total Tuples Suppressed: 12673
Class: 61, (Distinct Tuples) size = 68, Frequency: 1, (K = 69), Tuples Suppressed in Class: 68, Total Tuples Suppressed: 12741
Class: 62, (Distinct Tuples) size = 69, Frequency: 3, (K = 70), Tuples Suppressed in Class: 207, Total Tuples Suppressed: 12948
Class: 63, (Distinct Tuples) size = 70, Frequency: 1, (K = 71), Tuples Suppressed in Class: 70, Total Tuples Suppressed: 13018
Class: 64, (Distinct Tuples) size = 72, Frequency: 2, (K = 73), Tuples Suppressed in Class: 144, Total Tuples Suppressed: 13162
Class: 65, (Distinct Tuples) size = 73, Frequency: 2, (K = 74), Tuples Suppressed in Class: 146, Total Tuples Suppressed: 13308
Class: 66, (Distinct Tuples) size = 74, Frequency: 2, (K = 75), Tuples Suppressed in Class: 148, Total Tuples Suppressed: 13456
Class: 67, (Distinct Tuples) size = 75, Frequency: 3, (K = 76), Tuples Suppressed in Class: 225, Total Tuples Suppressed: 13681
Class: 68, (Distinct Tuples) size = 77, Frequency: 1, (K = 78), Tuples Suppressed in Class: 77, Total Tuples Suppressed: 13758
Class: 69, (Distinct Tuples) size = 79, Frequency: 1, (K = 80), Tuples Suppressed in Class: 79, Total Tuples Suppressed: 13837
Class: 70, (Distinct Tuples) size = 80, Frequency: 3, (K = 81), Tuples Suppressed in Class: 240, Total Tuples Suppressed: 14077
Class: 71, (Distinct Tuples) size = 82, Frequency: 1, (K = 83), Tuples Suppressed in Class: 82, Total Tuples Suppressed: 14159
Class: 72, (Distinct Tuples) size = 83, Frequency: 2, (K = 84), Tuples Suppressed in Class: 166, Total Tuples Suppressed: 14325
Class: 73, (Distinct Tuples) size = 85, Frequency: 1, (K = 86), Tuples Suppressed in Class: 85, Total Tuples Suppressed: 14410
Class: 74, (Distinct Tuples) size = 89, Frequency: 2, (K = 90), Tuples Suppressed in Class: 178, Total Tuples Suppressed: 14588
Class: 75, (Distinct Tuples) size = 91, Frequency: 1, (K = 92), Tuples Suppressed in Class: 91, Total Tuples Suppressed: 14679
Class: 76, (Distinct Tuples) size = 92, Frequency: 1, (K = 93), Tuples Suppressed in Class: 92, Total Tuples Suppressed: 14771
Class: 77, (Distinct Tuples) size = 93, Frequency: 1, (K = 94), Tuples Suppressed in Class: 93, Total Tuples Suppressed: 14864
Class: 78, (Distinct Tuples) size = 94, Frequency: 1, (K = 95), Tuples Suppressed in Class: 94, Total Tuples Suppressed: 14958
Class: 79, (Distinct Tuples) size = 95, Frequency: 1, (K = 96), Tuples Suppressed in Class: 95, Total Tuples Suppressed: 15053
Class: 80, (Distinct Tuples) size = 96, Frequency: 1, (K = 97), Tuples Suppressed in Class: 96, Total Tuples Suppressed: 15149
Class: 81, (Distinct Tuples) size = 97, Frequency: 1, (K = 98), Tuples Suppressed in Class: 97, Total Tuples Suppressed: 15246
Class: 82, (Distinct Tuples) size = 98, Frequency: 2, (K = 99), Tuples Suppressed in Class: 196, Total Tuples Suppressed: 15442
Class: 83, (Distinct Tuples) size = 101, Frequency: 1, (K = 102), Tuples Suppressed in Class: 101, Total Tuples Suppressed: 15543
Class: 84, (Distinct Tuples) size = 102, Frequency: 2, (K = 103), Tuples Suppressed in Class: 204, Total Tuples Suppressed: 15747
Class: 85, (Distinct Tuples) size = 103, Frequency: 2, (K = 104), Tuples Suppressed in Class: 206, Total Tuples Suppressed: 15953
Class: 86, (Distinct Tuples) size = 107, Frequency: 1, (K = 108), Tuples Suppressed in Class: 107, Total Tuples Suppressed: 16060
Class: 87, (Distinct Tuples) size = 108, Frequency: 1, (K = 109), Tuples Suppressed in Class: 108, Total Tuples Suppressed: 16168
Class: 88, (Distinct Tuples) size = 109, Frequency: 1, (K = 110), Tuples Suppressed in Class: 109, Total Tuples Suppressed: 16277
Class: 89, (Distinct Tuples) size = 114, Frequency: 1, (K = 115), Tuples Suppressed in Class: 114, Total Tuples Suppressed: 16391
Class: 90, (Distinct Tuples) size = 121, Frequency: 1, (K = 122), Tuples Suppressed in Class: 121, Total Tuples Suppressed: 16512
Class: 91, (Distinct Tuples) size = 127, Frequency: 1, (K = 128), Tuples Suppressed in Class: 127, Total Tuples Suppressed: 16639
Class: 92, (Distinct Tuples) size = 131, Frequency: 1, (K = 132), Tuples Suppressed in Class: 131, Total Tuples Suppressed: 16770
Class: 93, (Distinct Tuples) size = 137, Frequency: 2, (K = 138), Tuples Suppressed in Class: 274, Total Tuples Suppressed: 17044
Class: 94, (Distinct Tuples) size = 144, Frequency: 1, (K = 145), Tuples Suppressed in Class: 144, Total Tuples Suppressed: 17188
Class: 95, (Distinct Tuples) size = 147, Frequency: 1, (K = 148), Tuples Suppressed in Class: 147, Total Tuples Suppressed: 17335
Class: 96, (Distinct Tuples) size = 148, Frequency: 1, (K = 149), Tuples Suppressed in Class: 148, Total Tuples Suppressed: 17483
Class: 97, (Distinct Tuples) size = 151, Frequency: 1, (K = 152), Tuples Suppressed in Class: 151, Total Tuples Suppressed: 17634
Class: 98, (Distinct Tuples) size = 152, Frequency: 1, (K = 153), Tuples Suppressed in Class: 152, Total Tuples Suppressed: 17786
Class: 99, (Distinct Tuples) size = 157, Frequency: 1, (K = 158), Tuples Suppressed in Class: 157, Total Tuples Suppressed: 17943
Class: 100, (Distinct Tuples) size = 164, Frequency: 2, (K = 165), Tuples Suppressed in Class: 328, Total Tuples Suppressed: 18271
Class: 101, (Distinct Tuples) size = 167, Frequency: 2, (K = 168), Tuples Suppressed in Class: 334, Total Tuples Suppressed: 18605
Class: 102, (Distinct Tuples) size = 170, Frequency: 1, (K = 171), Tuples Suppressed in Class: 170, Total Tuples Suppressed: 18775
Class: 103, (Distinct Tuples) size = 174, Frequency: 2, (K = 175), Tuples Suppressed in Class: 348, Total Tuples Suppressed: 19123
Class: 104, (Distinct Tuples) size = 175, Frequency: 1, (K = 176), Tuples Suppressed in Class: 175, Total Tuples Suppressed: 19298
Class: 105, (Distinct Tuples) size = 180, Frequency: 1, (K = 181), Tuples Suppressed in Class: 180, Total Tuples Suppressed: 19478
Class: 106, (Distinct Tuples) size = 188, Frequency: 1, (K = 189), Tuples Suppressed in Class: 188, Total Tuples Suppressed: 19666
Class: 107, (Distinct Tuples) size = 191, Frequency: 1, (K = 192), Tuples Suppressed in Class: 191, Total Tuples Suppressed: 19857
Class: 108, (Distinct Tuples) size = 197, Frequency: 1, (K = 198), Tuples Suppressed in Class: 197, Total Tuples Suppressed: 20054
Class: 109, (Distinct Tuples) size = 201, Frequency: 2, (K = 202), Tuples Suppressed in Class: 402, Total Tuples Suppressed: 20456
Class: 110, (Distinct Tuples) size = 206, Frequency: 1, (K = 207), Tuples Suppressed in Class: 206, Total Tuples Suppressed: 20662
Class: 111, (Distinct Tuples) size = 208, Frequency: 1, (K = 209), Tuples Suppressed in Class: 208, Total Tuples Suppressed: 20870
Class: 112, (Distinct Tuples) size = 228, Frequency: 1, (K = 229), Tuples Suppressed in Class: 228, Total Tuples Suppressed: 21098
Class: 113, (Distinct Tuples) size = 230, Frequency: 2, (K = 231), Tuples Suppressed in Class: 460, Total Tuples Suppressed: 21558
Class: 114, (Distinct Tuples) size = 234, Frequency: 1, (K = 235), Tuples Suppressed in Class: 234, Total Tuples Suppressed: 21792
Class: 115, (Distinct Tuples) size = 274, Frequency: 1, (K = 275), Tuples Suppressed in Class: 274, Total Tuples Suppressed: 22066
Class: 116, (Distinct Tuples) size = 279, Frequency: 1, (K = 280), Tuples Suppressed in Class: 279, Total Tuples Suppressed: 22345
Class: 117, (Distinct Tuples) size = 283, Frequency: 1, (K = 284), Tuples Suppressed in Class: 283, Total Tuples Suppressed: 22628
Class: 118, (Distinct Tuples) size = 294, Frequency: 1, (K = 295), Tuples Suppressed in Class: 294, Total Tuples Suppressed: 22922
Class: 119, (Distinct Tuples) size = 296, Frequency: 1, (K = 297), Tuples Suppressed in Class: 296, Total Tuples Suppressed: 23218
Class: 120, (Distinct Tuples) size = 304, Frequency: 1, (K = 305), Tuples Suppressed in Class: 304, Total Tuples Suppressed: 23522
Class: 121, (Distinct Tuples) size = 305, Frequency: 1, (K = 306), Tuples Suppressed in Class: 305, Total Tuples Suppressed: 23827
Class: 122, (Distinct Tuples) size = 306, Frequency: 1, (K = 307), Tuples Suppressed in Class: 306, Total Tuples Suppressed: 24133
Class: 123, (Distinct Tuples) size = 328, Frequency: 1, (K = 329), Tuples Suppressed in Class: 328, Total Tuples Suppressed: 24461
Class: 124, (Distinct Tuples) size = 330, Frequency: 1, (K = 331), Tuples Suppressed in Class: 330, Total Tuples Suppressed: 24791
Class: 125, (Distinct Tuples) size = 344, Frequency: 1, (K = 345), Tuples Suppressed in Class: 344, Total Tuples Suppressed: 25135
Class: 126, (Distinct Tuples) size = 351, Frequency: 2, (K = 352), Tuples Suppressed in Class: 702, Total Tuples Suppressed: 25837
Class: 127, (Distinct Tuples) size = 354, Frequency: 1, (K = 355), Tuples Suppressed in Class: 354, Total Tuples Suppressed: 26191
Class: 128, (Distinct Tuples) size = 381, Frequency: 1, (K = 382), Tuples Suppressed in Class: 381, Total Tuples Suppressed: 26572
Class: 129, (Distinct Tuples) size = 477, Frequency: 1, (K = 478), Tuples Suppressed in Class: 477, Total Tuples Suppressed: 27049
Class: 130, (Distinct Tuples) size = 478, Frequency: 1, (K = 479), Tuples Suppressed in Class: 478, Total Tuples Suppressed: 27527
Class: 131, (Distinct Tuples) size = 495, Frequency: 1, (K = 496), Tuples Suppressed in Class: 495, Total Tuples Suppressed: 28022
Class: 132, (Distinct Tuples) size = 565, Frequency: 1, (K = 566), Tuples Suppressed in Class: 565, Total Tuples Suppressed: 28587
Class: 133, (Distinct Tuples) size = 570, Frequency: 1, (K = 571), Tuples Suppressed in Class: 570, Total Tuples Suppressed: 29157
Class: 134, (Distinct Tuples) size = 582, Frequency: 1, (K = 583), Tuples Suppressed in Class: 582, Total Tuples Suppressed: 29739
Class: 135, (Distinct Tuples) size = 593, Frequency: 1, (K = 594), Tuples Suppressed in Class: 593, Total Tuples Suppressed: 30332
Class: 136, (Distinct Tuples) size = 606, Frequency: 1, (K = 607), Tuples Suppressed in Class: 606, Total Tuples Suppressed: 30938
Class: 137, (Distinct Tuples) size = 617, Frequency: 1, (K = 618), Tuples Suppressed in Class: 617, Total Tuples Suppressed: 31555
Class: 138, (Distinct Tuples) size = 624, Frequency: 1, (K = 625), Tuples Suppressed in Class: 624, Total Tuples Suppressed: 32179
Class: 139, (Distinct Tuples) size = 635, Frequency: 1, (K = 636), Tuples Suppressed in Class: 635, Total Tuples Suppressed: 32814
Class: 140, (Distinct Tuples) size = 754, Frequency: 1, (K = 755), Tuples Suppressed in Class: 754, Total Tuples Suppressed: 33568
Class: 141, (Distinct Tuples) size = 813, Frequency: 1, (K = 814), Tuples Suppressed in Class: 813, Total Tuples Suppressed: 34381
Class: 142, (Distinct Tuples) size = 944, Frequency: 1, (K = 945), Tuples Suppressed in Class: 944, Total Tuples Suppressed: 35325
Class: 143, (Distinct Tuples) size = 961, Frequency: 1, (K = 962), Tuples Suppressed in Class: 961, Total Tuples Suppressed: 36286
Class: 144, (Distinct Tuples) size = 1100, Frequency: 1, (K = 1101), Tuples Suppressed in Class: 1100, Total Tuples Suppressed: 37386
Class: 145, (Distinct Tuples) size = 1130, Frequency: 1, (K = 1131), Tuples Suppressed in Class: 1130, Total Tuples Suppressed: 38516
Class: 146, (Distinct Tuples) size = 1371, Frequency: 1, (K = 1372), Tuples Suppressed in Class: 1371, Total Tuples Suppressed: 39887
Class: 147, (Distinct Tuples) size = 2220, Frequency: 1, (K = 2221), Tuples Suppressed in Class: 2220, Total Tuples Suppressed: 42107
Class: 148, (Distinct Tuples) size = 3115, Frequency: 1, (K = 3116), Tuples Suppressed in Class: 3115, Total Tuples Suppressed: 45222
===============================================================================
Class: 1, (Distinct Tuples) size = 1, Frequency: 944, (K = 2), Tuples Suppressed in Class: 944, Total Tuples Suppressed: 944
Class: 2, (Distinct Tuples) size = 2, Frequency: 303, (K = 3), Tuples Suppressed in Class: 606, Total Tuples Suppressed: 1550
Class: 3, (Distinct Tuples) size = 3, Frequency: 200, (K = 4), Tuples Suppressed in Class: 600, Total Tuples Suppressed: 2150
Class: 4, (Distinct Tuples) size = 4, Frequency: 121, (K = 5), Tuples Suppressed in Class: 484, Total Tuples Suppressed: 2634
Class: 5, (Distinct Tuples) size = 5, Frequency: 83, (K = 6), Tuples Suppressed in Class: 415, Total Tuples Suppressed: 3049
Class: 6, (Distinct Tuples) size = 6, Frequency: 50, (K = 7), Tuples Suppressed in Class: 300, Total Tuples Suppressed: 3349
Class: 7, (Distinct Tuples) size = 7, Frequency: 49, (K = 8), Tuples Suppressed in Class: 343, Total Tuples Suppressed: 3692
Class: 8, (Distinct Tuples) size = 8, Frequency: 32, (K = 9), Tuples Suppressed in Class: 256, Total Tuples Suppressed: 3948
Class: 9, (Distinct Tuples) size = 9, Frequency: 31, (K = 10), Tuples Suppressed in Class: 279, Total Tuples Suppressed: 4227
Class: 10, (Distinct Tuples) size = 10, Frequency: 25, (K = 11), Tuples Suppressed in Class: 250, Total Tuples Suppressed: 4477
Class: 11, (Distinct Tuples) size = 11, Frequency: 23, (K = 12), Tuples Suppressed in Class: 253, Total Tuples Suppressed: 4730
Class: 12, (Distinct Tuples) size = 12, Frequency: 21, (K = 13), Tuples Suppressed in Class: 252, Total Tuples Suppressed: 4982
Class: 13, (Distinct Tuples) size = 13, Frequency: 17, (K = 14), Tuples Suppressed in Class: 221, Total Tuples Suppressed: 5203
Class: 14, (Distinct Tuples) size = 14, Frequency: 21, (K = 15), Tuples Suppressed in Class: 294, Total Tuples Suppressed: 5497
Class: 15, (Distinct Tuples) size = 15, Frequency: 18, (K = 16), Tuples Suppressed in Class: 270, Total Tuples Suppressed: 5767
Class: 16, (Distinct Tuples) size = 16, Frequency: 22, (K = 17), Tuples Suppressed in Class: 352, Total Tuples Suppressed: 6119
Class: 17, (Distinct Tuples) size = 17, Frequency: 11, (K = 18), Tuples Suppressed in Class: 187, Total Tuples Suppressed: 6306
Class: 18, (Distinct Tuples) size = 18, Frequency: 12, (K = 19), Tuples Suppressed in Class: 216, Total Tuples Suppressed: 6522
Class: 19, (Distinct Tuples) size = 19, Frequency: 16, (K = 20), Tuples Suppressed in Class: 304, Total Tuples Suppressed: 6826
Class: 20, (Distinct Tuples) size = 20, Frequency: 9, (K = 21), Tuples Suppressed in Class: 180, Total Tuples Suppressed: 7006
Class: 21, (Distinct Tuples) size = 21, Frequency: 14, (K = 22), Tuples Suppressed in Class: 294, Total Tuples Suppressed: 7300
Class: 22, (Distinct Tuples) size = 22, Frequency: 7, (K = 23), Tuples Suppressed in Class: 154, Total Tuples Suppressed: 7454
Class: 23, (Distinct Tuples) size = 23, Frequency: 7, (K = 24), Tuples Suppressed in Class: 161, Total Tuples Suppressed: 7615
Class: 24, (Distinct Tuples) size = 24, Frequency: 2, (K = 25), Tuples Suppressed in Class: 48, Total Tuples Suppressed: 7663
Class: 25, (Distinct Tuples) size = 25, Frequency: 12, (K = 26), Tuples Suppressed in Class: 300, Total Tuples Suppressed: 7963
Class: 26, (Distinct Tuples) size = 26, Frequency: 8, (K = 27), Tuples Suppressed in Class: 208, Total Tuples Suppressed: 8171
Class: 27, (Distinct Tuples) size = 27, Frequency: 5, (K = 28), Tuples Suppressed in Class: 135, Total Tuples Suppressed: 8306
Class: 28, (Distinct Tuples) size = 28, Frequency: 6, (K = 29), Tuples Suppressed in Class: 168, Total Tuples Suppressed: 8474
Class: 29, (Distinct Tuples) size = 29, Frequency: 4, (K = 30), Tuples Suppressed in Class: 116, Total Tuples Suppressed: 8590
Class: 30, (Distinct Tuples) size = 30, Frequency: 7, (K = 31), Tuples Suppressed in Class: 210, Total Tuples Suppressed: 8800
Class: 31, (Distinct Tuples) size = 31, Frequency: 8, (K = 32), Tuples Suppressed in Class: 248, Total Tuples Suppressed: 9048
Class: 32, (Distinct Tuples) size = 32, Frequency: 4, (K = 33), Tuples Suppressed in Class: 128, Total Tuples Suppressed: 9176
Class: 33, (Distinct Tuples) size = 33, Frequency: 4, (K = 34), Tuples Suppressed in Class: 132, Total Tuples Suppressed: 9308
Class: 34, (Distinct Tuples) size = 34, Frequency: 5, (K = 35), Tuples Suppressed in Class: 170, Total Tuples Suppressed: 9478
Class: 35, (Distinct Tuples) size = 35, Frequency: 4, (K = 36), Tuples Suppressed in Class: 140, Total Tuples Suppressed: 9618
Class: 36, (Distinct Tuples) size = 37, Frequency: 6, (K = 38), Tuples Suppressed in Class: 222, Total Tuples Suppressed: 9840
Class: 37, (Distinct Tuples) size = 38, Frequency: 3, (K = 39), Tuples Suppressed in Class: 114, Total Tuples Suppressed: 9954
Class: 38, (Distinct Tuples) size = 39, Frequency: 4, (K = 40), Tuples Suppressed in Class: 156, Total Tuples Suppressed: 10110
Class: 39, (Distinct Tuples) size = 40, Frequency: 1, (K = 41), Tuples Suppressed in Class: 40, Total Tuples Suppressed: 10150
Class: 40, (Distinct Tuples) size = 41, Frequency: 3, (K = 42), Tuples Suppressed in Class: 123, Total Tuples Suppressed: 10273
Class: 41, (Distinct Tuples) size = 42, Frequency: 3, (K = 43), Tuples Suppressed in Class: 126, Total Tuples Suppressed: 10399
Class: 42, (Distinct Tuples) size = 43, Frequency: 4, (K = 44), Tuples Suppressed in Class: 172, Total Tuples Suppressed: 10571
Class: 43, (Distinct Tuples) size = 44, Frequency: 1, (K = 45), Tuples Suppressed in Class: 44, Total Tuples Suppressed: 10615
Class: 44, (Distinct Tuples) size = 46, Frequency: 2, (K = 47), Tuples Suppressed in Class: 92, Total Tuples Suppressed: 10707
Class: 45, (Distinct Tuples) size = 47, Frequency: 2, (K = 48), Tuples Suppressed in Class: 94, Total Tuples Suppressed: 10801
Class: 46, (Distinct Tuples) size = 48, Frequency: 3, (K = 49), Tuples Suppressed in Class: 144, Total Tuples Suppressed: 10945
Class: 47, (Distinct Tuples) size = 49, Frequency: 1, (K = 50), Tuples Suppressed in Class: 49, Total Tuples Suppressed: 10994
Class: 48, (Distinct Tuples) size = 50, Frequency: 2, (K = 51), Tuples Suppressed in Class: 100, Total Tuples Suppressed: 11094
Class: 49, (Distinct Tuples) size = 51, Frequency: 1, (K = 52), Tuples Suppressed in Class: 51, Total Tuples Suppressed: 11145
Class: 50, (Distinct Tuples) size = 53, Frequency: 5, (K = 54), Tuples Suppressed in Class: 265, Total Tuples Suppressed: 11410
Class: 51, (Distinct Tuples) size = 55, Frequency: 1, (K = 56), Tuples Suppressed in Class: 55, Total Tuples Suppressed: 11465
Class: 52, (Distinct Tuples) size = 56, Frequency: 1, (K = 57), Tuples Suppressed in Class: 56, Total Tuples Suppressed: 11521
Class: 53, (Distinct Tuples) size = 57, Frequency: 2, (K = 58), Tuples Suppressed in Class: 114, Total Tuples Suppressed: 11635
Class: 54, (Distinct Tuples) size = 58, Frequency: 3, (K = 59), Tuples Suppressed in Class: 174, Total Tuples Suppressed: 11809
Class: 55, (Distinct Tuples) size = 59, Frequency: 2, (K = 60), Tuples Suppressed in Class: 118, Total Tuples Suppressed: 11927
Class: 56, (Distinct Tuples) size = 60, Frequency: 6, (K = 61), Tuples Suppressed in Class: 360, Total Tuples Suppressed: 12287
Class: 57, (Distinct Tuples) size = 61, Frequency: 2, (K = 62), Tuples Suppressed in Class: 122, Total Tuples Suppressed: 12409
Class: 58, (Distinct Tuples) size = 64, Frequency: 1, (K = 65), Tuples Suppressed in Class: 64, Total Tuples Suppressed: 12473
Class: 59, (Distinct Tuples) size = 66, Frequency: 1, (K = 67), Tuples Suppressed in Class: 66, Total Tuples Suppressed: 12539
Class: 60, (Distinct Tuples) size = 67, Frequency: 2, (K = 68), Tuples Suppressed in Class: 134, Total Tuples Suppressed: 12673
Class: 61, (Distinct Tuples) size = 68, Frequency: 1, (K = 69), Tuples Suppressed in Class: 68, Total Tuples Suppressed: 12741
Class: 62, (Distinct Tuples) size = 69, Frequency: 3, (K = 70), Tuples Suppressed in Class: 207, Total Tuples Suppressed: 12948
Class: 63, (Distinct Tuples) size = 70, Frequency: 1, (K = 71), Tuples Suppressed in Class: 70, Total Tuples Suppressed: 13018
Class: 64, (Distinct Tuples) size = 72, Frequency: 2, (K = 73), Tuples Suppressed in Class: 144, Total Tuples Suppressed: 13162
Class: 65, (Distinct Tuples) size = 73, Frequency: 2, (K = 74), Tuples Suppressed in Class: 146, Total Tuples Suppressed: 13308
Class: 66, (Distinct Tuples) size = 74, Frequency: 2, (K = 75), Tuples Suppressed in Class: 148, Total Tuples Suppressed: 13456
Class: 67, (Distinct Tuples) size = 75, Frequency: 3, (K = 76), Tuples Suppressed in Class: 225, Total Tuples Suppressed: 13681
Class: 68, (Distinct Tuples) size = 77, Frequency: 1, (K = 78), Tuples Suppressed in Class: 77, Total Tuples Suppressed: 13758
Class: 69, (Distinct Tuples) size = 79, Frequency: 1, (K = 80), Tuples Suppressed in Class: 79, Total Tuples Suppressed: 13837
Class: 70, (Distinct Tuples) size = 80, Frequency: 3, (K = 81), Tuples Suppressed in Class: 240, Total Tuples Suppressed: 14077
Class: 71, (Distinct Tuples) size = 82, Frequency: 1, (K = 83), Tuples Suppressed in Class: 82, Total Tuples Suppressed: 14159
Class: 72, (Distinct Tuples) size = 83, Frequency: 2, (K = 84), Tuples Suppressed in Class: 166, Total Tuples Suppressed: 14325
Class: 73, (Distinct Tuples) size = 85, Frequency: 1, (K = 86), Tuples Suppressed in Class: 85, Total Tuples Suppressed: 14410
Class: 74, (Distinct Tuples) size = 89, Frequency: 2, (K = 90), Tuples Suppressed in Class: 178, Total Tuples Suppressed: 14588
Class: 75, (Distinct Tuples) size = 91, Frequency: 1, (K = 92), Tuples Suppressed in Class: 91, Total Tuples Suppressed: 14679
Class: 76, (Distinct Tuples) size = 92, Frequency: 1, (K = 93), Tuples Suppressed in Class: 92, Total Tuples Suppressed: 14771
Class: 77, (Distinct Tuples) size = 93, Frequency: 1, (K = 94), Tuples Suppressed in Class: 93, Total Tuples Suppressed: 14864
Class: 78, (Distinct Tuples) size = 94, Frequency: 1, (K = 95), Tuples Suppressed in Class: 94, Total Tuples Suppressed: 14958
Class: 79, (Distinct Tuples) size = 95, Frequency: 1, (K = 96), Tuples Suppressed in Class: 95, Total Tuples Suppressed: 15053
Class: 80, (Distinct Tuples) size = 96, Frequency: 1, (K = 97), Tuples Suppressed in Class: 96, Total Tuples Suppressed: 15149
Class: 81, (Distinct Tuples) size = 97, Frequency: 1, (K = 98), Tuples Suppressed in Class: 97, Total Tuples Suppressed: 15246
Class: 82, (Distinct Tuples) size = 98, Frequency: 2, (K = 99), Tuples Suppressed in Class: 196, Total Tuples Suppressed: 15442
Class: 83, (Distinct Tuples) size = 101, Frequency: 1, (K = 102), Tuples Suppressed in Class: 101, Total Tuples Suppressed: 15543
Class: 84, (Distinct Tuples) size = 102, Frequency: 2, (K = 103), Tuples Suppressed in Class: 204, Total Tuples Suppressed: 15747
Class: 85, (Distinct Tuples) size = 103, Frequency: 2, (K = 104), Tuples Suppressed in Class: 206, Total Tuples Suppressed: 15953
Class: 86, (Distinct Tuples) size = 107, Frequency: 1, (K = 108), Tuples Suppressed in Class: 107, Total Tuples Suppressed: 16060
Class: 87, (Distinct Tuples) size = 108, Frequency: 1, (K = 109), Tuples Suppressed in Class: 108, Total Tuples Suppressed: 16168
Class: 88, (Distinct Tuples) size = 109, Frequency: 1, (K = 110), Tuples Suppressed in Class: 109, Total Tuples Suppressed: 16277
Class: 89, (Distinct Tuples) size = 114, Frequency: 1, (K = 115), Tuples Suppressed in Class: 114, Total Tuples Suppressed: 16391
Class: 90, (Distinct Tuples) size = 121, Frequency: 1, (K = 122), Tuples Suppressed in Class: 121, Total Tuples Suppressed: 16512
Class: 91, (Distinct Tuples) size = 127, Frequency: 1, (K = 128), Tuples Suppressed in Class: 127, Total Tuples Suppressed: 16639
Class: 92, (Distinct Tuples) size = 131, Frequency: 1, (K = 132), Tuples Suppressed in Class: 131, Total Tuples Suppressed: 16770
Class: 93, (Distinct Tuples) size = 137, Frequency: 2, (K = 138), Tuples Suppressed in Class: 274, Total Tuples Suppressed: 17044
Class: 94, (Distinct Tuples) size = 144, Frequency: 1, (K = 145), Tuples Suppressed in Class: 144, Total Tuples Suppressed: 17188
Class: 95, (Distinct Tuples) size = 147, Frequency: 1, (K = 148), Tuples Suppressed in Class: 147, Total Tuples Suppressed: 17335
Class: 96, (Distinct Tuples) size = 148, Frequency: 1, (K = 149), Tuples Suppressed in Class: 148, Total Tuples Suppressed: 17483
Class: 97, (Distinct Tuples) size = 151, Frequency: 1, (K = 152), Tuples Suppressed in Class: 151, Total Tuples Suppressed: 17634
Class: 98, (Distinct Tuples) size = 152, Frequency: 1, (K = 153), Tuples Suppressed in Class: 152, Total Tuples Suppressed: 17786
Class: 99, (Distinct Tuples) size = 157, Frequency: 1, (K = 158), Tuples Suppressed in Class: 157, Total Tuples Suppressed: 17943
Class: 100, (Distinct Tuples) size = 164, Frequency: 2, (K = 165), Tuples Suppressed in Class: 328, Total Tuples Suppressed: 18271
Class: 101, (Distinct Tuples) size = 167, Frequency: 2, (K = 168), Tuples Suppressed in Class: 334, Total Tuples Suppressed: 18605
Class: 102, (Distinct Tuples) size = 170, Frequency: 1, (K = 171), Tuples Suppressed in Class: 170, Total Tuples Suppressed: 18775
Class: 103, (Distinct Tuples) size = 174, Frequency: 2, (K = 175), Tuples Suppressed in Class: 348, Total Tuples Suppressed: 19123
Class: 104, (Distinct Tuples) size = 175, Frequency: 1, (K = 176), Tuples Suppressed in Class: 175, Total Tuples Suppressed: 19298
Class: 105, (Distinct Tuples) size = 180, Frequency: 1, (K = 181), Tuples Suppressed in Class: 180, Total Tuples Suppressed: 19478
Class: 106, (Distinct Tuples) size = 188, Frequency: 1, (K = 189), Tuples Suppressed in Class: 188, Total Tuples Suppressed: 19666
Class: 107, (Distinct Tuples) size = 191, Frequency: 1, (K = 192), Tuples Suppressed in Class: 191, Total Tuples Suppressed: 19857
Class: 108, (Distinct Tuples) size = 197, Frequency: 1, (K = 198), Tuples Suppressed in Class: 197, Total Tuples Suppressed: 20054
Class: 109, (Distinct Tuples) size = 201, Frequency: 2, (K = 202), Tuples Suppressed in Class: 402, Total Tuples Suppressed: 20456
Class: 110, (Distinct Tuples) size = 206, Frequency: 1, (K = 207), Tuples Suppressed in Class: 206, Total Tuples Suppressed: 20662
Class: 111, (Distinct Tuples) size = 208, Frequency: 1, (K = 209), Tuples Suppressed in Class: 208, Total Tuples Suppressed: 20870
Class: 112, (Distinct Tuples) size = 228, Frequency: 1, (K = 229), Tuples Suppressed in Class: 228, Total Tuples Suppressed: 21098
Class: 113, (Distinct Tuples) size = 230, Frequency: 2, (K = 231), Tuples Suppressed in Class: 460, Total Tuples Suppressed: 21558
Class: 114, (Distinct Tuples) size = 234, Frequency: 1, (K = 235), Tuples Suppressed in Class: 234, Total Tuples Suppressed: 21792
Class: 115, (Distinct Tuples) size = 274, Frequency: 1, (K = 275), Tuples Suppressed in Class: 274, Total Tuples Suppressed: 22066
Class: 116, (Distinct Tuples) size = 279, Frequency: 1, (K = 280), Tuples Suppressed in Class: 279, Total Tuples Suppressed: 22345
Class: 117, (Distinct Tuples) size = 283, Frequency: 1, (K = 284), Tuples Suppressed in Class: 283, Total Tuples Suppressed: 22628
Class: 118, (Distinct Tuples) size = 294, Frequency: 1, (K = 295), Tuples Suppressed in Class: 294, Total Tuples Suppressed: 22922
Class: 119, (Distinct Tuples) size = 296, Frequency: 1, (K = 297), Tuples Suppressed in Class: 296, Total Tuples Suppressed: 23218
Class: 120, (Distinct Tuples) size = 304, Frequency: 1, (K = 305), Tuples Suppressed in Class: 304, Total Tuples Suppressed: 23522
Class: 121, (Distinct Tuples) size = 305, Frequency: 1, (K = 306), Tuples Suppressed in Class: 305, Total Tuples Suppressed: 23827
Class: 122, (Distinct Tuples) size = 306, Frequency: 1, (K = 307), Tuples Suppressed in Class: 306, Total Tuples Suppressed: 24133
Class: 123, (Distinct Tuples) size = 328, Frequency: 1, (K = 329), Tuples Suppressed in Class: 328, Total Tuples Suppressed: 24461
Class: 124, (Distinct Tuples) size = 330, Frequency: 1, (K = 331), Tuples Suppressed in Class: 330, Total Tuples Suppressed: 24791
Class: 125, (Distinct Tuples) size = 344, Frequency: 1, (K = 345), Tuples Suppressed in Class: 344, Total Tuples Suppressed: 25135
Class: 126, (Distinct Tuples) size = 351, Frequency: 2, (K = 352), Tuples Suppressed in Class: 702, Total Tuples Suppressed: 25837
Class: 127, (Distinct Tuples) size = 354, Frequency: 1, (K = 355), Tuples Suppressed in Class: 354, Total Tuples Suppressed: 26191
Class: 128, (Distinct Tuples) size = 381, Frequency: 1, (K = 382), Tuples Suppressed in Class: 381, Total Tuples Suppressed: 26572
Class: 129, (Distinct Tuples) size = 477, Frequency: 1, (K = 478), Tuples Suppressed in Class: 477, Total Tuples Suppressed: 27049
Class: 130, (Distinct Tuples) size = 478, Frequency: 1, (K = 479), Tuples Suppressed in Class: 478, Total Tuples Suppressed: 27527
Class: 131, (Distinct Tuples) size = 495, Frequency: 1, (K = 496), Tuples Suppressed in Class: 495, Total Tuples Suppressed: 28022
Class: 132, (Distinct Tuples) size = 565, Frequency: 1, (K = 566), Tuples Suppressed in Class: 565, Total Tuples Suppressed: 28587
Class: 133, (Distinct Tuples) size = 570, Frequency: 1, (K = 571), Tuples Suppressed in Class: 570, Total Tuples Suppressed: 29157
Class: 134, (Distinct Tuples) size = 582, Frequency: 1, (K = 583), Tuples Suppressed in Class: 582, Total Tuples Suppressed: 29739
Class: 135, (Distinct Tuples) size = 593, Frequency: 1, (K = 594), Tuples Suppressed in Class: 593, Total Tuples Suppressed: 30332
Class: 136, (Distinct Tuples) size = 606, Frequency: 1, (K = 607), Tuples Suppressed in Class: 606, Total Tuples Suppressed: 30938
Class: 137, (Distinct Tuples) size = 617, Frequency: 1, (K = 618), Tuples Suppressed in Class: 617, Total Tuples Suppressed: 31555
Class: 138, (Distinct Tuples) size = 624, Frequency: 1, (K = 625), Tuples Suppressed in Class: 624, Total Tuples Suppressed: 32179
Class: 139, (Distinct Tuples) size = 635, Frequency: 1, (K = 636), Tuples Suppressed in Class: 635, Total Tuples Suppressed: 32814
Class: 140, (Distinct Tuples) size = 754, Frequency: 1, (K = 755), Tuples Suppressed in Class: 754, Total Tuples Suppressed: 33568
Class: 141, (Distinct Tuples) size = 813, Frequency: 1, (K = 814), Tuples Suppressed in Class: 813, Total Tuples Suppressed: 34381
Class: 142, (Distinct Tuples) size = 944, Frequency: 1, (K = 945), Tuples Suppressed in Class: 944, Total Tuples Suppressed: 35325
Class: 143, (Distinct Tuples) size = 961, Frequency: 1, (K = 962), Tuples Suppressed in Class: 961, Total Tuples Suppressed: 36286
Class: 144, (Distinct Tuples) size = 1100, Frequency: 1, (K = 1101), Tuples Suppressed in Class: 1100, Total Tuples Suppressed: 37386
Class: 145, (Distinct Tuples) size = 1130, Frequency: 1, (K = 1131), Tuples Suppressed in Class: 1130, Total Tuples Suppressed: 38516
Class: 146, (Distinct Tuples) size = 1371, Frequency: 1, (K = 1372), Tuples Suppressed in Class: 1371, Total Tuples Suppressed: 39887
Class: 147, (Distinct Tuples) size = 2220, Frequency: 1, (K = 2221), Tuples Suppressed in Class: 2220, Total Tuples Suppressed: 42107
Class: 148, (Distinct Tuples) size = 3115, Frequency: 1, (K = 3116), Tuples Suppressed in Class: 3115, Total Tuples Suppressed: 45222
