195622
2
Joaquin Vanschoren
3520
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
weka
weka_3.7.12
385
tr31.wc
https://www.openml.org/data/download/52497/tr31.wc.arff
-1
645448
description
https://api.openml.org/data/download/645448/weka_generated_run8388710059346057373.xml
-1
645451
model_readable
https://api.openml.org/data/download/645451/WekaModel_weka.classifiers.functions.SMO7968751152904776361.model
-1
645450
model_serialized
https://api.openml.org/data/download/645450/WekaSerialized_weka.classifiers.functions.SMO6375011708118993872.model
-1
645449
predictions
https://api.openml.org/data/download/645449/weka_generated_predictions3487143574561606150.arff
area_under_roc_curve
0.962863 [0.963668,0.934726,0.961182,0.990539,0.973096,0.960762,0.498919]
average_cost
0
f_measure
0.903754 [0.940845,0.747826,0.890323,0.842105,0.929032,0.869159,0]
kappa
0.874028
kb_relative_information_score
184.521474
mean_absolute_error
0.206268
mean_prior_absolute_error
0.21447
number_of_instances
927 [352,63,151,21,227,111,2]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.903517 [0.932961,0.826923,0.867925,0.941176,0.907563,0.902913,0]
predictive_accuracy
0.906149
prior_entropy
2.239341
recall
0.906149 [0.948864,0.68254,0.913907,0.761905,0.951542,0.837838,0]
relative_absolute_error
0.961759
root_mean_prior_squared_error
0.327293
root_mean_squared_error
0.304684
root_relative_squared_error
0.930921
scimark_benchmark
912.500563 [496.51028588610603, 991.9974325509459, 472.1819953046527, 894.0790780194669, 1707.7340248615362]
total_cost
0
usercpu_time_millis
3980
usercpu_time_millis_testing
1610
usercpu_time_millis_training
2370
area_under_roc_curve
0.961291 [0.957846,0.82567,0.97906,1,0.981056,0.973947,0.0]
area_under_roc_curve
0.965139 [0.973684,0.875479,0.958974,1,0.963975,0.990576,0.0]
area_under_roc_curve
0.978805 [0.982759,0.996169,0.993506,1,0.979193,0.93071,0.0]
area_under_roc_curve
0.968331 [0.975862,0.922414,0.961111,1,0.967702,0.97428,0.0]
area_under_roc_curve
0.956 [0.954926,0.962625,0.921795,0.961111,0.971191,0.970067,0.0]
area_under_roc_curve
0.95315 [0.933498,0.960963,0.980769,0.945055,0.96735,0.987805,0.494565]
area_under_roc_curve
0.951408 [0.957635,0.930233,0.954274,0.994505,0.943022,0.991131,0.5]
area_under_roc_curve
0.972927 [0.975439,0.993217,0.969697,1,0.985507,0.927048,0.0]
area_under_roc_curve
0.967229 [0.97594,0.996124,0.928139,0.988889,0.992754,0.919753,0.0]
area_under_roc_curve
0.9555 [0.956391,0.890504,0.961472,1,0.974795,0.931538,0.0]
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
average_cost
0
f_measure
0.892869 [0.927536,0.5,0.903226,1,0.93617,0.869565,0]
f_measure
0.911974 [0.96,0.727273,0.827586,1,0.913043,0.952381,0]
f_measure
0.944059 [0.972222,0.909091,0.969697,1,0.956522,0.8,0]
f_measure
0.92297 [0.957746,0.8,0.903226,1,0.93617,0.869565,0]
f_measure
0.868772 [0.914286,0.75,0.83871,0.5,0.930233,0.818182,0]
f_measure
0.872697 [0.901408,0.727273,0.903226,0.666667,0.888889,0.916667,0]
f_measure
0.877606 [0.911765,0.666667,0.965517,0.8,0.84,0.952381,0]
f_measure
0.92206 [0.971429,0.909091,0.866667,0.666667,0.958333,0.818182,0]
f_measure
0.910088 [0.957746,0.909091,0.823529,0.666667,0.978723,0.777778,0]
f_measure
0.909251 [0.931507,0.6,0.903226,1,0.956522,0.9,0]
kappa
0.856857
kappa
0.883056
kappa
0.92757
kappa
0.898866
kappa
0.829227
kappa
0.841886
kappa
0.843026
kappa
0.89755
kappa
0.882391
kappa
0.882013
kb_relative_information_score
17.818876
kb_relative_information_score
17.837122
kb_relative_information_score
19.144647
kb_relative_information_score
18.70949
kb_relative_information_score
19.445079
kb_relative_information_score
18.437293
kb_relative_information_score
18.869085
kb_relative_information_score
18.612033
kb_relative_information_score
18.129605
kb_relative_information_score
17.518244
mean_absolute_error
0.206276
mean_absolute_error
0.205983
mean_absolute_error
0.205106
mean_absolute_error
0.205837
mean_absolute_error
0.207154
mean_absolute_error
0.207446
mean_absolute_error
0.207154
mean_absolute_error
0.205413
mean_absolute_error
0.205856
mean_absolute_error
0.206448
mean_prior_absolute_error
0.213705
mean_prior_absolute_error
0.213705
mean_prior_absolute_error
0.214366
mean_prior_absolute_error
0.214498
mean_prior_absolute_error
0.215333
mean_prior_absolute_error
0.215396
mean_prior_absolute_error
0.215396
mean_prior_absolute_error
0.214096
mean_prior_absolute_error
0.214096
mean_prior_absolute_error
0.214096
number_of_instances
93 [36,6,15,2,23,11,0]
number_of_instances
93 [36,6,15,2,23,11,0]
number_of_instances
93 [35,6,16,2,23,11,0]
number_of_instances
93 [35,6,15,2,23,12,0]
number_of_instances
93 [35,7,15,3,22,11,0]
number_of_instances
93 [35,7,15,2,22,11,1]
number_of_instances
93 [35,7,15,2,22,11,1]
number_of_instances
92 [35,6,15,2,23,11,0]
number_of_instances
92 [35,6,15,2,23,11,0]
number_of_instances
92 [35,6,15,2,23,11,0]
precision
0.895528 [0.969697,0.5,0.875,1,0.916667,0.833333,0]
precision
0.912773 [0.923077,0.8,0.857143,1,0.913043,1,0]
precision
0.945642 [0.945946,1,0.941176,1,0.956522,0.888889,0]
precision
0.926591 [0.944444,1,0.875,1,0.916667,0.909091,0]
precision
0.87964 [0.914286,0.666667,0.8125,1,0.952381,0.818182,0]
precision
0.878218 [0.888889,1,0.875,1,0.869565,0.846154,0]
precision
0.885077 [0.939394,0.8,1,0.666667,0.75,1,0]
precision
0.925652 [0.971429,1,0.866667,1,0.92,0.818182,0]
precision
0.925542 [0.944444,1,0.736842,1,0.958333,1,0]
precision
0.9124 [0.894737,0.75,0.875,1,0.956522,1,0]
predictive_accuracy
0.892473
predictive_accuracy
0.913978
predictive_accuracy
0.946237
predictive_accuracy
0.924731
predictive_accuracy
0.870968
predictive_accuracy
0.88172
predictive_accuracy
0.88172
predictive_accuracy
0.923913
predictive_accuracy
0.913043
predictive_accuracy
0.913043
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
prior_entropy
2.239341
recall
0.892473 [0.888889,0.5,0.933333,1,0.956522,0.909091,0]
recall
0.913978 [1,0.666667,0.8,1,0.913043,0.909091,0]
recall
0.946237 [1,0.833333,1,1,0.956522,0.727273,0]
recall
0.924731 [0.971429,0.666667,0.933333,1,0.956522,0.833333,0]
recall
0.870968 [0.914286,0.857143,0.866667,0.333333,0.909091,0.818182,0]
recall
0.88172 [0.914286,0.571429,0.933333,0.5,0.909091,1,0]
recall
0.88172 [0.885714,0.571429,0.933333,1,0.954545,0.909091,0]
recall
0.923913 [0.971429,0.833333,0.866667,0.5,1,0.818182,0]
recall
0.913043 [0.971429,0.833333,0.933333,0.5,1,0.636364,0]
recall
0.913043 [0.971429,0.5,0.933333,1,0.956522,0.818182,0]
relative_absolute_error
0.965236
relative_absolute_error
0.963867
relative_absolute_error
0.9568
relative_absolute_error
0.959623
relative_absolute_error
0.962014
relative_absolute_error
0.963094
relative_absolute_error
0.961735
relative_absolute_error
0.95944
relative_absolute_error
0.961513
relative_absolute_error
0.964276
root_mean_prior_squared_error
0.326123
root_mean_prior_squared_error
0.326123
root_mean_prior_squared_error
0.327135
root_mean_prior_squared_error
0.327336
root_mean_prior_squared_error
0.32861
root_mean_prior_squared_error
0.328705
root_mean_prior_squared_error
0.328705
root_mean_prior_squared_error
0.326722
root_mean_prior_squared_error
0.326722
root_mean_prior_squared_error
0.326722
root_mean_squared_error
0.304665
root_mean_squared_error
0.304276
root_mean_squared_error
0.30275
root_mean_squared_error
0.304036
root_mean_squared_error
0.306193
root_mean_squared_error
0.306557
root_mean_squared_error
0.306068
root_mean_squared_error
0.303348
root_mean_squared_error
0.303904
root_mean_squared_error
0.305003
root_relative_squared_error
0.934203
root_relative_squared_error
0.93301
root_relative_squared_error
0.925458
root_relative_squared_error
0.928818
root_relative_squared_error
0.931784
root_relative_squared_error
0.932621
root_relative_squared_error
0.931134
root_relative_squared_error
0.928459
root_relative_squared_error
0.930162
root_relative_squared_error
0.933525
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
2470
usercpu_time_millis
2360
usercpu_time_millis
2230
usercpu_time_millis
2180
usercpu_time_millis
2160
usercpu_time_millis
2110
usercpu_time_millis
2080
usercpu_time_millis
2170
usercpu_time_millis
2190
usercpu_time_millis
2210
usercpu_time_millis_testing
160
usercpu_time_millis_testing
160
usercpu_time_millis_testing
160
usercpu_time_millis_testing
160
usercpu_time_millis_testing
160
usercpu_time_millis_testing
150
usercpu_time_millis_testing
160
usercpu_time_millis_testing
150
usercpu_time_millis_testing
160
usercpu_time_millis_testing
160
usercpu_time_millis_training
2310
usercpu_time_millis_training
2200
usercpu_time_millis_training
2070
usercpu_time_millis_training
2020
usercpu_time_millis_training
2000
usercpu_time_millis_training
1960
usercpu_time_millis_training
1920
usercpu_time_millis_training
2020
usercpu_time_millis_training
2030
usercpu_time_millis_training
2050