197014
2
Joaquin Vanschoren
3520
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
weka
weka_3.7.12
385
tr31.wc
https://www.openml.org/data/download/52497/tr31.wc.arff
-1
650960
description
https://www.openml.org/data/download/650960/weka_generated_run610653162924595224.xml
-1
650963
model_readable
https://www.openml.org/data/download/650963/WekaModel_weka.classifiers.functions.SMO1487874620765551470.model
-1
650962
model_serialized
https://www.openml.org/data/download/650962/WekaSerialized_weka.classifiers.functions.SMO3210102757241039080.model
-1
650961
predictions
https://www.openml.org/data/download/650961/weka_generated_predictions8727902912866188055.arff
area_under_roc_curve
0.805781 [0.804652,0.641828,0.841853,0.52381,0.858049,0.805307,0.5]
average_cost
0
f_measure
0.625028 [0.760369,0.03125,0.614786,0,0.756,0.408451,0]
kappa
0.535113
kb_relative_information_score
100.406976
mean_absolute_error
0.214091
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
0.71375 [0.639535,1,0.745283,0,0.692308,0.935484,0]
predictive_accuracy
0.677454
prior_entropy
2.239341
recall
0.677454 [0.9375,0.015873,0.523179,0,0.832599,0.261261,0]
relative_absolute_error
0.998234
root_mean_prior_squared_error
0.327293
root_mean_squared_error
0.317323
root_relative_squared_error
0.969536
scimark_benchmark
887.671863 [523.4815819369277, 920.0071369480411, 464.4211968726429, 904.5686674515777, 1625.8807341626664]
total_cost
0
usercpu_time_millis
24030
usercpu_time_millis_testing
19760
usercpu_time_millis_training
4270
area_under_roc_curve
0.842564 [0.799464,0.5,0.970085,0.5,0.935404,0.864745,0.0]
area_under_roc_curve
0.837918 [0.833333,0.583333,0.899573,0.5,0.889441,0.861419,0.0]
area_under_roc_curve
0.807611 [0.791133,0.666667,0.846997,0.5,0.862422,0.820953,0.0]
area_under_roc_curve
0.785258 [0.852956,0.655172,0.664957,0.5,0.795963,0.830247,0.0]
area_under_roc_curve
0.766847 [0.78399,0.642857,0.816239,0.5,0.789052,0.752217,0.0]
area_under_roc_curve
0.81033 [0.791133,0.571429,0.897436,0.75,0.876761,0.810976,0.5]
area_under_roc_curve
0.745416 [0.740148,0.714286,0.734188,0.5,0.817222,0.720621,0.5]
area_under_roc_curve
0.839424 [0.826316,0.666667,0.873593,0.5,0.887209,0.890572,0.0]
area_under_roc_curve
0.825412 [0.842105,0.75,0.870563,0.5,0.84373,0.772727,0.0]
area_under_roc_curve
0.807757 [0.792982,0.666667,0.854978,0.5,0.891304,0.748597,0.0]
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
0.70953 [0.776471,0,0.866667,0,0.833333,0.533333,0]
f_measure
0.653765 [0.791209,0,0.583333,0,0.833333,0.4,0]
f_measure
0.641639 [0.733333,0,0.608696,0,0.8,0.533333,0]
f_measure
0.597307 [0.795181,0,0.5,0,0.618182,0.5,0]
f_measure
0.541739 [0.735632,0,0.5,0,0.625,0.307692,0]
f_measure
0.60029 [0.756098,0,0.571429,0,0.745098,0.4,0]
f_measure
0.54739 [0.695652,0,0.421053,0,0.705882,0.428571,0]
f_measure
0.67238 [0.785714,0,0.72,0,0.769231,0.533333,0]
f_measure
0.660145 [0.795455,0.285714,0.689655,0,0.826087,0.166667,0]
f_measure
0.605543 [0.744186,0,0.592593,0,0.823529,0.166667,0]
kappa
0.64592
kappa
0.575486
kappa
0.546494
kappa
0.492727
kappa
0.430298
kappa
0.514281
kappa
0.434746
kappa
0.59375
kappa
0.591321
kappa
0.527721
kb_relative_information_score
10.622263
kb_relative_information_score
10.189474
kb_relative_information_score
10.121955
kb_relative_information_score
9.105193
kb_relative_information_score
9.881649
kb_relative_information_score
10.557305
kb_relative_information_score
8.807953
kb_relative_information_score
10.730585
kb_relative_information_score
10.711051
kb_relative_information_score
9.679547
mean_absolute_error
0.21242
mean_absolute_error
0.212713
mean_absolute_error
0.213591
mean_absolute_error
0.215054
mean_absolute_error
0.215931
mean_absolute_error
0.214907
mean_absolute_error
0.216809
mean_absolute_error
0.212659
mean_absolute_error
0.212955
mean_absolute_error
0.213842
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
0.716612 [0.673469,0,0.866667,0,0.8,1,0]
precision
0.66538 [0.654545,0,0.777778,0,0.8,0.75,0]
precision
0.699323 [0.6,0,1,0,0.740741,1,0]
precision
0.62668 [0.6875,0,0.666667,0,0.53125,1,0]
precision
0.573201 [0.615385,0,0.538462,0,0.576923,1,0]
precision
0.591179 [0.659574,0,0.615385,0,0.655172,0.75,0]
precision
0.637681 [0.561404,0,1,0,0.62069,1,0]
precision
0.694929 [0.673469,0,0.9,0,0.689655,1,0]
precision
0.758994 [0.660377,1,0.714286,0,0.826087,1,0]
precision
0.654465 [0.627451,0,0.666667,0,0.75,1,0]
predictive_accuracy
0.752688
predictive_accuracy
0.709677
predictive_accuracy
0.688172
predictive_accuracy
0.645161
predictive_accuracy
0.602151
predictive_accuracy
0.655914
predictive_accuracy
0.612903
predictive_accuracy
0.717391
predictive_accuracy
0.717391
predictive_accuracy
0.673913
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
0.752688 [0.916667,0,0.866667,0,0.869565,0.363636,0]
recall
0.709677 [1,0,0.466667,0,0.869565,0.272727,0]
recall
0.688172 [0.942857,0,0.4375,0,0.869565,0.363636,0]
recall
0.645161 [0.942857,0,0.4,0,0.73913,0.333333,0]
recall
0.602151 [0.914286,0,0.466667,0,0.681818,0.181818,0]
recall
0.655914 [0.885714,0,0.533333,0,0.863636,0.272727,0]
recall
0.612903 [0.914286,0,0.266667,0,0.818182,0.272727,0]
recall
0.717391 [0.942857,0,0.6,0,0.869565,0.363636,0]
recall
0.717391 [1,0.166667,0.666667,0,0.826087,0.090909,0]
recall
0.673913 [0.914286,0,0.533333,0,0.913043,0.090909,0]
relative_absolute_error
0.993988
relative_absolute_error
0.995357
relative_absolute_error
0.996382
relative_absolute_error
1.002591
relative_absolute_error
1.002778
relative_absolute_error
0.997732
relative_absolute_error
1.006562
relative_absolute_error
0.993287
relative_absolute_error
0.994668
relative_absolute_error
0.998813
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
0.314698
root_mean_squared_error
0.315151
root_mean_squared_error
0.316552
root_mean_squared_error
0.318833
root_mean_squared_error
0.320206
root_mean_squared_error
0.318614
root_mean_squared_error
0.321552
root_mean_squared_error
0.315054
root_mean_squared_error
0.315534
root_mean_squared_error
0.316904
root_relative_squared_error
0.964968
root_relative_squared_error
0.966358
root_relative_squared_error
0.96765
root_relative_squared_error
0.974022
root_relative_squared_error
0.974427
root_relative_squared_error
0.969301
root_relative_squared_error
0.97824
root_relative_squared_error
0.964289
root_relative_squared_error
0.965759
root_relative_squared_error
0.969951
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
5500
usercpu_time_millis
5530
usercpu_time_millis
5490
usercpu_time_millis
5500
usercpu_time_millis
5490
usercpu_time_millis
5360
usercpu_time_millis
5610
usercpu_time_millis
5170
usercpu_time_millis
5290
usercpu_time_millis
5100
usercpu_time_millis_testing
1790
usercpu_time_millis_testing
1880
usercpu_time_millis_testing
1870
usercpu_time_millis_testing
1860
usercpu_time_millis_testing
1930
usercpu_time_millis_testing
1820
usercpu_time_millis_testing
1970
usercpu_time_millis_testing
1740
usercpu_time_millis_testing
1810
usercpu_time_millis_testing
1640
usercpu_time_millis_training
3710
usercpu_time_millis_training
3650
usercpu_time_millis_training
3620
usercpu_time_millis_training
3640
usercpu_time_millis_training
3560
usercpu_time_millis_training
3540
usercpu_time_millis_training
3640
usercpu_time_millis_training
3430
usercpu_time_millis_training
3480
usercpu_time_millis_training
3460