196851
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1178
weka.SMO_PolyKernel(10)
2020
weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
E
1.0
1110
C
250007
1110
C
1.0
1178
N
0
1178
L
0.001
1178
P
1.0E-12
1178
V
-1
1178
W
1
1178
K
weka.classifiers.functions.supportVector.PolyKernel
1178
study_1
weka
weka_3.7.12
382
ipums_la_97-small
https://www.openml.org/data/download/52422/ipums_la_97-small.arff
-1
650331
description
https://api.openml.org/data/download/650331/weka_generated_run9215122077499257819.xml
-1
650334
model_readable
https://api.openml.org/data/download/650334/WekaModel_weka.classifiers.functions.SMO5891597916393134807.model
-1
650333
model_serialized
https://api.openml.org/data/download/650333/WekaSerialized_weka.classifiers.functions.SMO7742151601884893772.model
-1
650332
predictions
https://api.openml.org/data/download/650332/weka_generated_predictions7839668601153764137.arff
area_under_roc_curve
0.812661 [0.837875,0.756342,0.745443,0.638841,0.877147,0.872683,0.911956,0.890826]
average_cost
0
f_measure
0.420466 [0.605903,0.258737,0.159744,0.246479,0.53855,0.449231,0.285714,0.194175]
kappa
0.309389
kb_relative_information_score
1392.748192
mean_absolute_error
0.19721
mean_prior_absolute_error
0.208156
number_of_instances
7019 [1938,869,528,889,1227,1000,310,258]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.413159 [0.558555,0.276903,0.182482,0.257669,0.508696,0.461053,0.32,0.25974]
predictive_accuracy
0.432968
prior_entropy
2.759053
recall
0.432968 [0.662023,0.242808,0.142045,0.23622,0.572127,0.438,0.258065,0.155039]
relative_absolute_error
0.947411
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.307047
root_relative_squared_error
0.951783
scimark_benchmark
915.672918 [554.431243089541, 1004.1453769221171, 479.7774192424144, 898.9849449421491, 1641.0256071673816]
total_cost
0
usercpu_time_millis
2164090
usercpu_time_millis_testing
9540
usercpu_time_millis_training
2154550
area_under_roc_curve
0.808016 [0.828096,0.75321,0.752618,0.626684,0.880569,0.861146,0.931638,0.878101]
area_under_roc_curve
0.802393 [0.816412,0.751005,0.738248,0.625245,0.878407,0.861711,0.914764,0.888479]
area_under_roc_curve
0.805537 [0.825985,0.787067,0.759514,0.629259,0.848189,0.858621,0.903226,0.892939]
area_under_roc_curve
0.814911 [0.85117,0.754209,0.737056,0.647937,0.856572,0.876354,0.925941,0.909621]
area_under_roc_curve
0.801168 [0.8401,0.734399,0.761215,0.570847,0.880464,0.855465,0.914451,0.876053]
area_under_roc_curve
0.808262 [0.83284,0.730904,0.702852,0.642484,0.880971,0.887176,0.909716,0.900432]
area_under_roc_curve
0.819072 [0.846939,0.76049,0.745981,0.633374,0.898311,0.879369,0.885727,0.908625]
area_under_roc_curve
0.823942 [0.849993,0.759761,0.761709,0.687914,0.883493,0.870789,0.903995,0.881742]
area_under_roc_curve
0.813104 [0.831489,0.772208,0.740588,0.638937,0.873717,0.88598,0.901687,0.884815]
area_under_roc_curve
0.830904 [0.857742,0.758508,0.754919,0.683603,0.892734,0.889676,0.930958,0.892279]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.405865 [0.617117,0.211921,0.121951,0.216867,0.558491,0.4,0.166667,0.27907]
f_measure
0.419182 [0.579853,0.272189,0.231579,0.287293,0.541985,0.376344,0.322581,0.238095]
f_measure
0.404741 [0.570048,0.321839,0.11236,0.264368,0.471042,0.452261,0.254545,0.2]
f_measure
0.404997 [0.609929,0.217949,0.15534,0.226415,0.482759,0.437811,0.357143,0.177778]
f_measure
0.408124 [0.627358,0.261364,0.117647,0.153846,0.539326,0.42268,0.352941,0.105263]
f_measure
0.414459 [0.588235,0.235294,0.104167,0.225,0.548263,0.484848,0.27451,0.266667]
f_measure
0.435694 [0.59759,0.282353,0.161616,0.210526,0.601562,0.5,0.258065,0.25641]
f_measure
0.43232 [0.62844,0.258065,0.209302,0.306011,0.548263,0.43617,0.25,0.097561]
f_measure
0.412362 [0.591017,0.259259,0.163636,0.245161,0.533835,0.466321,0.280702,0.052632]
f_measure
0.460484 [0.646226,0.256757,0.212766,0.311828,0.561265,0.515464,0.322581,0.243902]
kappa
0.298679
kappa
0.304645
kappa
0.288189
kappa
0.291303
kappa
0.297257
kappa
0.302413
kappa
0.325874
kappa
0.326115
kappa
0.301444
kappa
0.35792
kb_relative_information_score
138.665797
kb_relative_information_score
137.780651
kb_relative_information_score
137.465916
kb_relative_information_score
140.094099
kb_relative_information_score
136.054302
kb_relative_information_score
138.895672
kb_relative_information_score
140.617343
kb_relative_information_score
140.777592
kb_relative_information_score
139.163747
kb_relative_information_score
143.233073
mean_absolute_error
0.197255
mean_absolute_error
0.197688
mean_absolute_error
0.197599
mean_absolute_error
0.197065
mean_absolute_error
0.197662
mean_absolute_error
0.197255
mean_absolute_error
0.197014
mean_absolute_error
0.196836
mean_absolute_error
0.197306
mean_absolute_error
0.196416
mean_prior_absolute_error
0.208134
mean_prior_absolute_error
0.20812
mean_prior_absolute_error
0.20812
mean_prior_absolute_error
0.208151
mean_prior_absolute_error
0.208152
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208205
mean_prior_absolute_error
0.208173
number_of_instances
702 [194,87,52,89,123,100,31,26]
number_of_instances
702 [194,87,53,89,123,100,31,25]
number_of_instances
702 [194,87,53,89,123,100,31,25]
number_of_instances
702 [194,86,53,89,123,100,31,26]
number_of_instances
702 [194,87,53,88,123,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [193,87,53,89,123,100,31,26]
number_of_instances
701 [193,87,52,89,123,100,31,26]
precision
0.394802 [0.548,0.25,0.166667,0.233766,0.521127,0.390476,0.235294,0.352941]
precision
0.415652 [0.553991,0.280488,0.261905,0.282609,0.510791,0.406977,0.322581,0.294118]
precision
0.398618 [0.536364,0.321839,0.138889,0.270588,0.448529,0.454545,0.291667,0.266667]
precision
0.397615 [0.563319,0.242857,0.16,0.257143,0.456522,0.435644,0.4,0.210526]
precision
0.399531 [0.578261,0.258427,0.15625,0.160494,0.5,0.43617,0.45,0.166667]
precision
0.407314 [0.541126,0.240964,0.116279,0.253521,0.518248,0.489796,0.35,0.315789]
precision
0.43168 [0.561086,0.289157,0.173913,0.219512,0.574627,0.521739,0.258065,0.384615]
precision
0.424991 [0.566116,0.294118,0.272727,0.297872,0.518248,0.465909,0.28,0.133333]
precision
0.405133 [0.543478,0.28,0.157895,0.287879,0.496503,0.483871,0.307692,0.083333]
precision
0.4559 [0.593074,0.311475,0.238095,0.298969,0.546154,0.531915,0.322581,0.333333]
predictive_accuracy
0.428775
predictive_accuracy
0.425926
predictive_accuracy
0.41453
predictive_accuracy
0.417379
predictive_accuracy
0.424501
predictive_accuracy
0.42735
predictive_accuracy
0.444444
predictive_accuracy
0.448718
predictive_accuracy
0.425926
predictive_accuracy
0.472183
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
recall
0.428775 [0.706186,0.183908,0.096154,0.202247,0.601626,0.41,0.129032,0.230769]
recall
0.425926 [0.608247,0.264368,0.207547,0.292135,0.577236,0.35,0.322581,0.2]
recall
0.41453 [0.608247,0.321839,0.09434,0.258427,0.495935,0.45,0.225806,0.16]
recall
0.417379 [0.664948,0.197674,0.150943,0.202247,0.512195,0.44,0.322581,0.153846]
recall
0.424501 [0.685567,0.264368,0.09434,0.147727,0.585366,0.41,0.290323,0.076923]
recall
0.42735 [0.64433,0.229885,0.09434,0.202247,0.581967,0.48,0.225806,0.230769]
recall
0.444444 [0.639175,0.275862,0.150943,0.202247,0.631148,0.48,0.258065,0.192308]
recall
0.448718 [0.706186,0.229885,0.169811,0.314607,0.581967,0.41,0.225806,0.076923]
recall
0.425926 [0.647668,0.241379,0.169811,0.213483,0.577236,0.45,0.258065,0.038462]
recall
0.472183 [0.709845,0.218391,0.192308,0.325843,0.577236,0.5,0.322581,0.192308]
relative_absolute_error
0.947732
relative_absolute_error
0.949873
relative_absolute_error
0.949445
relative_absolute_error
0.946737
relative_absolute_error
0.949604
relative_absolute_error
0.947571
relative_absolute_error
0.94641
relative_absolute_error
0.945555
relative_absolute_error
0.947651
relative_absolute_error
0.943524
root_mean_prior_squared_error
0.322567
root_mean_prior_squared_error
0.322546
root_mean_prior_squared_error
0.322546
root_mean_prior_squared_error
0.322594
root_mean_prior_squared_error
0.322596
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322678
root_mean_prior_squared_error
0.322627
root_mean_squared_error
0.307127
root_mean_squared_error
0.307834
root_mean_squared_error
0.307678
root_mean_squared_error
0.306801
root_mean_squared_error
0.307758
root_mean_squared_error
0.307154
root_mean_squared_error
0.306723
root_mean_squared_error
0.306455
root_mean_squared_error
0.307184
root_mean_squared_error
0.305751
root_relative_squared_error
0.952132
root_relative_squared_error
0.954389
root_relative_squared_error
0.953904
root_relative_squared_error
0.951044
root_relative_squared_error
0.954007
root_relative_squared_error
0.952055
root_relative_squared_error
0.950718
root_relative_squared_error
0.949887
root_relative_squared_error
0.951982
root_relative_squared_error
0.947692
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
1409100
usercpu_time_millis
1486910
usercpu_time_millis
1408380
usercpu_time_millis
1305210
usercpu_time_millis
1395030
usercpu_time_millis
1435970
usercpu_time_millis
1377500
usercpu_time_millis
1507150
usercpu_time_millis
1377410
usercpu_time_millis
1406360
usercpu_time_millis_testing
930
usercpu_time_millis_testing
930
usercpu_time_millis_testing
930
usercpu_time_millis_testing
930
usercpu_time_millis_testing
920
usercpu_time_millis_testing
920
usercpu_time_millis_testing
1030
usercpu_time_millis_testing
920
usercpu_time_millis_testing
950
usercpu_time_millis_testing
920
usercpu_time_millis_training
1408170
usercpu_time_millis_training
1485980
usercpu_time_millis_training
1407450
usercpu_time_millis_training
1304280
usercpu_time_millis_training
1394110
usercpu_time_millis_training
1435050
usercpu_time_millis_training
1376470
usercpu_time_millis_training
1506230
usercpu_time_millis_training
1376460
usercpu_time_millis_training
1405440