197732
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1179
weka.SMO_RBFKernel(3)
2021
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.RBFKernel -G 0.01 -C 250007"
G
0.01
1175
C
250007
1175
C
1.0
1179
N
0
1179
L
0.001
1179
P
1.0E-12
1179
V
-1
1179
W
1
1179
K
weka.classifiers.functions.supportVector.RBFKernel
1179
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
653686
description
https://api.openml.org/data/download/653686/weka_generated_run7316734066173001088.xml
-1
653689
model_readable
https://api.openml.org/data/download/653689/WekaModel_weka.classifiers.functions.SMO6979896385692499751.model
-1
653688
model_serialized
https://api.openml.org/data/download/653688/WekaSerialized_weka.classifiers.functions.SMO1275440335079607114.model
-1
653687
predictions
https://api.openml.org/data/download/653687/weka_generated_predictions6967673081873952132.arff
area_under_roc_curve
0.800668 [0.789335,0.74644,0.739076,0.65809,0.876791,0.878456,0.913825,0.886296]
average_cost
0
f_measure
0.357957 [0.640991,0,0,0.053719,0.569767,0.523403,0,0]
kappa
0.324388
kb_relative_information_score
1390.371061
mean_absolute_error
0.196037
mean_prior_absolute_error
0.208156
number_of_instances
7019 [1938,869,528,889,1227,1000,310,258]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.326271 [0.477503,0,0,0.329114,0.514098,0.441318,0,0]
predictive_accuracy
0.476136
prior_entropy
2.759053
recall
0.476136 [0.974716,0,0,0.029246,0.638957,0.643,0,0]
relative_absolute_error
0.941776
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.305509
root_relative_squared_error
0.947014
scimark_benchmark
1320.255611 [783.9283271272598, 1003.6224224327092, 544.3558135208292, 1107.9628358993898, 3161.408656400291]
total_cost
0
usercpu_time_millis
4632550
usercpu_time_millis_testing
2668150
usercpu_time_millis_training
1964400
area_under_roc_curve
0.806606 [0.789066,0.763845,0.730533,0.710431,0.870824,0.878812,0.92034,0.844817]
area_under_roc_curve
0.80111 [0.781598,0.750949,0.745196,0.624182,0.89214,0.891545,0.933176,0.902127]
area_under_roc_curve
0.798984 [0.799989,0.771171,0.74255,0.64659,0.857962,0.860075,0.917865,0.868183]
area_under_roc_curve
0.799936 [0.798934,0.759986,0.724932,0.627582,0.870642,0.876337,0.925364,0.904529]
area_under_roc_curve
0.800129 [0.783109,0.74066,0.758947,0.66592,0.879621,0.870432,0.924739,0.869282]
area_under_roc_curve
0.799585 [0.786879,0.73167,0.743655,0.668484,0.870704,0.881927,0.904981,0.908341]
area_under_roc_curve
0.796977 [0.791415,0.748061,0.753351,0.628654,0.878095,0.876669,0.879669,0.881543]
area_under_roc_curve
0.799827 [0.794768,0.725642,0.742071,0.656827,0.880794,0.879585,0.887433,0.901912]
area_under_roc_curve
0.798275 [0.786684,0.743809,0.729904,0.65427,0.873998,0.883056,0.899332,0.894089]
area_under_roc_curve
0.805799 [0.781261,0.727526,0.720591,0.699071,0.89414,0.884892,0.947785,0.894188]
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
0.346253 [0.639594,0,0,0.021978,0.525926,0.523438,0,0]
f_measure
0.369557 [0.630508,0,0,0.019802,0.633962,0.573705,0,0]
f_measure
0.352824 [0.653979,0,0,0.08,0.524476,0.491803,0,0]
f_measure
0.35858 [0.649485,0,0,0.060606,0.568421,0.504132,0,0]
f_measure
0.36023 [0.637584,0,0,0.086022,0.560886,0.526316,0,0]
f_measure
0.353082 [0.639456,0,0,0.021053,0.57732,0.515021,0,0]
f_measure
0.35943 [0.641766,0,0,0.061224,0.567164,0.531746,0,0]
f_measure
0.364334 [0.643836,0,0,0.078431,0.597122,0.510288,0,0]
f_measure
0.353219 [0.637584,0,0,0.042105,0.556777,0.526749,0,0]
f_measure
0.362069 [0.636667,0,0,0.06383,0.588679,0.528455,0,0]
kappa
0.31257
kappa
0.340821
kappa
0.314281
kappa
0.32464
kappa
0.324632
kappa
0.321741
kappa
0.326202
kappa
0.330389
kappa
0.319591
kappa
0.329068
kb_relative_information_score
139.026902
kb_relative_information_score
141.111935
kb_relative_information_score
137.677901
kb_relative_information_score
138.743871
kb_relative_information_score
139.059549
kb_relative_information_score
139.690267
kb_relative_information_score
137.613131
kb_relative_information_score
138.577345
kb_relative_information_score
138.542634
kb_relative_information_score
140.327525
mean_absolute_error
0.195945
mean_absolute_error
0.195831
mean_absolute_error
0.196174
mean_absolute_error
0.195971
mean_absolute_error
0.196123
mean_absolute_error
0.196123
mean_absolute_error
0.196187
mean_absolute_error
0.196123
mean_absolute_error
0.196098
mean_absolute_error
0.195792
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
0.340761 [0.476071,0,0,0.5,0.482993,0.429487,0,0]
precision
0.311938 [0.469697,0,0,0.083333,0.591549,0.476821,0,0]
precision
0.322094 [0.492188,0,0,0.363636,0.460123,0.416667,0,0]
precision
0.32145 [0.487113,0,0,0.3,0.5,0.429577,0,0]
precision
0.383862 [0.472637,0,0,0.8,0.513514,0.442177,0,0]
precision
0.303638 [0.477157,0,0,0.166667,0.497041,0.451128,0,0]
precision
0.327746 [0.478481,0,0,0.333333,0.520548,0.440789,0,0]
precision
0.326452 [0.482051,0,0,0.307692,0.532051,0.433566,0,0]
precision
0.324408 [0.471464,0,0,0.333333,0.506667,0.447552,0,0]
precision
0.365273 [0.469287,0,0,0.6,0.549296,0.445205,0,0]
predictive_accuracy
0.467236
predictive_accuracy
0.488604
predictive_accuracy
0.467236
predictive_accuracy
0.475783
predictive_accuracy
0.477208
predictive_accuracy
0.474359
predictive_accuracy
0.477208
predictive_accuracy
0.480057
predictive_accuracy
0.472934
predictive_accuracy
0.480742
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
0.467236 [0.974227,0,0,0.011236,0.577236,0.67,0,0]
recall
0.488604 [0.958763,0,0,0.011236,0.682927,0.72,0,0]
recall
0.467236 [0.974227,0,0,0.044944,0.609756,0.6,0,0]
recall
0.475783 [0.974227,0,0,0.033708,0.658537,0.61,0,0]
recall
0.477208 [0.979381,0,0,0.045455,0.617886,0.65,0,0]
recall
0.474359 [0.969072,0,0,0.011236,0.688525,0.6,0,0]
recall
0.477208 [0.974227,0,0,0.033708,0.622951,0.67,0,0]
recall
0.480057 [0.969072,0,0,0.044944,0.680328,0.62,0,0]
recall
0.472934 [0.984456,0,0,0.022472,0.617886,0.64,0,0]
recall
0.480742 [0.989637,0,0,0.033708,0.634146,0.65,0,0]
relative_absolute_error
0.941438
relative_absolute_error
0.94095
relative_absolute_error
0.9426
relative_absolute_error
0.941482
relative_absolute_error
0.942211
relative_absolute_error
0.942133
relative_absolute_error
0.942439
relative_absolute_error
0.942133
relative_absolute_error
0.941848
relative_absolute_error
0.940526
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
0.305357
root_mean_squared_error
0.305176
root_mean_squared_error
0.305743
root_mean_squared_error
0.305407
root_mean_squared_error
0.305651
root_mean_squared_error
0.305646
root_mean_squared_error
0.305748
root_mean_squared_error
0.305648
root_mean_squared_error
0.305613
root_mean_squared_error
0.305097
root_relative_squared_error
0.946646
root_relative_squared_error
0.946148
root_relative_squared_error
0.947905
root_relative_squared_error
0.946722
root_relative_squared_error
0.947474
root_relative_squared_error
0.947382
root_relative_squared_error
0.947695
root_relative_squared_error
0.947386
root_relative_squared_error
0.947114
root_relative_squared_error
0.945663
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
1526430
usercpu_time_millis
1643760
usercpu_time_millis
1566740
usercpu_time_millis
1638900
usercpu_time_millis
1504450
usercpu_time_millis
1795430
usercpu_time_millis
1582540
usercpu_time_millis
1626760
usercpu_time_millis
1587890
usercpu_time_millis
1632730
usercpu_time_millis_testing
247300
usercpu_time_millis_testing
244220
usercpu_time_millis_testing
243290
usercpu_time_millis_testing
246430
usercpu_time_millis_testing
248260
usercpu_time_millis_testing
246160
usercpu_time_millis_testing
245410
usercpu_time_millis_testing
245960
usercpu_time_millis_testing
243940
usercpu_time_millis_testing
249280
usercpu_time_millis_training
1279130
usercpu_time_millis_training
1399540
usercpu_time_millis_training
1323450
usercpu_time_millis_training
1392470
usercpu_time_millis_training
1256190
usercpu_time_millis_training
1549270
usercpu_time_millis_training
1337130
usercpu_time_millis_training
1380800
usercpu_time_millis_training
1343950
usercpu_time_millis_training
1383450