File Reading Starts at 5/4/2011/ 12:55:25:921

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/ 12:55:30:968
Total time taken in reading and levels creating 00:00:05.0468750
Total CPU time taken in reading and levels creating 4984


generalization of dataset starts at 5/4/2011/ 12:55:31:203
generalization of dataset ends at 5/4/2011/ 12:55:32:718

Total time taken in generalization 00:00:01.5156250
Total CPU time taken in generalization 1516

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/ 12:55:33:703

Total time taken in suppressing class 1 00:00:00.0156250
Total CPU time taken in suppres class 1 16
