195484
2
Joaquin Vanschoren
2065
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
171
primary-tumor
https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff
-1
644911
description
https://api.openml.org/data/download/644911/weka_generated_run7004220877534909793.xml
-1
644914
model_readable
https://api.openml.org/data/download/644914/WekaModel_weka.classifiers.functions.SMO3080862307161472766.model
-1
644913
model_serialized
https://api.openml.org/data/download/644913/WekaSerialized_weka.classifiers.functions.SMO1556200965153369162.model
-1
644912
predictions
https://api.openml.org/data/download/644912/weka_generated_predictions7662051007865465734.arff
area_under_roc_curve
0.791826 [0.828758,0.988009,0.752694,0.813626,0.710855,0.048817,0.585385,0.559309,0.0,0.958457,0.776872,0.880418,0.392642,0.770503,0.45549,0.048817,0.887386,0.897497,0.555806,0.241098,0.048817,0.95172]
average_cost
0
f_measure
0.438484 [0.666667,0.888889,0,0.344828,0.278481,0,0,0,0,0,0.188679,0.375,0,0.355556,0,0,0.5,0.545455,0,0,0,0.772727]
kappa
0.397628
kb_relative_information_score
27.521435
mean_absolute_error
0.083609
mean_prior_absolute_error
0.081209
number_of_instances
339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.417661 [0.592593,0.8,0,0.333333,0.275,0,0,0,0,0,0.2,0.28125,0,0.380952,0,0,0.666667,0.486486,0,0,0,0.85]
predictive_accuracy
0.474926
prior_entropy
3.754223
recall
0.474926 [0.761905,1,0,0.357143,0.282051,0,0,0,0,0,0.178571,0.5625,0,0.333333,0,0,0.4,0.62069,0,0,0,0.708333]
relative_absolute_error
1.02956
root_mean_prior_squared_error
0.201084
root_mean_squared_error
0.202353
root_relative_squared_error
1.006313
scimark_benchmark
1318.143214 [789.2491447477531, 989.9589333171364, 543.942133539459, 1108.9001307328494, 3158.66572825266]
total_cost
0
usercpu_time_millis
770
usercpu_time_millis_testing
10
usercpu_time_millis_training
760
area_under_roc_curve
0.843531 [0.896635,1,1,0.65625,0.704167,0.0,0.469697,0.0,0.0,0.984848,0.747312,0.992188,0.424242,0.765625,0.0,0.0,0.757576,0.994624,0.0,0.0,0.0,1]
area_under_roc_curve
0.842486 [0.884615,1,0.318182,0.8125,0.729167,0.0,0.651515,0.0,0.0,1,0.763441,0.924242,0.712121,0.992188,0.0,0.0,1,0.88172,0.0,0.5,0.0,1]
area_under_roc_curve
0.714036 [0.641827,0.953125,0.560606,0.632812,0.633333,0.0,0.787879,0.484848,0.0,0.0,0.84375,0.939394,0.166667,0.929688,0.0,0.5,1,0.731183,0.0,0.257576,0.0,1]
area_under_roc_curve
0.795965 [0.850962,0.984375,0.969697,0.960938,0.666667,0.5,0.424242,0.409091,0.0,0.0,0.921875,0.833333,0.5,0.398438,0.893939,0.0,0.833333,0.897849,0.0,0.0,0.0,1]
area_under_roc_curve
0.840013 [0.931111,1,0.80303,1,0.8,0.0,0.651515,0.515152,0.0,0.0,0.709677,0.984848,0.5,0.914062,0.393939,0.0,1,0.930108,0.69697,0.0,0.0,0.84375]
area_under_roc_curve
0.839501 [0.84,0.992188,0.833333,0.712121,0.6875,0.0,0.734375,1,0.0,0.0,0.854839,0.921875,0.0,0.96875,0.0,0.0,1,0.827957,0.545455,0.0,0.0,0.929688]
area_under_roc_curve
0.814716 [0.751111,0.984375,0.848485,1,0.806452,0.0,0.4375,1,0.0,0.0,0.725806,0.96875,0.0,0.768817,0.0,0.0,0.893939,0.951613,0.924242,0.0,0.0,0.867188]
area_under_roc_curve
0.831176 [0.873333,1,0.0,1,0.883333,0.0,0.625,0.106061,0.0,0.0,0.774194,0.734375,0.0,0.919355,0.0,0.0,0.909091,0.919355,0.590909,0.0,0.0,0.851562]
area_under_roc_curve
0.740875 [0.793269,1,0.636364,1,0.504167,0.0,0.507812,0.0,0.0,0.0,0.72043,0.828125,0.287879,0.817204,0.0,0.0,0.80303,0.96875,0.424242,0.0,0.5,0.976562]
area_under_roc_curve
0.799058 [0.8525,1,0.78125,0.78125,0.784483,0.0,0.609375,0.0,0.0,0.0,0.811111,0.975806,0.5625,0.355556,0.0,0.0,0.875,0.95,0.5,0.0,0.0,1]
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
0.443137 [0.666667,1,0,0,0.25,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.8,0,0,0,1]
f_measure
0.532758 [0.736842,1,0,0.666667,0.4,0,0,0,0,0,0,0.285714,0,1,0,0,1,0.333333,0,0,0,1]
f_measure
0.31645 [0.428571,0.571429,0,0,0.363636,0,0,0,0,0,0,0.333333,0,0.5,0,0,1,0,0,0,0,0.8]
f_measure
0.378019 [0.631579,0.8,0,0.5,0,0,0,0,0,0,0.4,0,0,0,0,0,0,0.666667,0,0,0,0.8]
f_measure
0.401557 [0.705882,1,0,0.666667,0,0,0,0,0,0,0,0.666667,0,0.333333,0,0,1,0.5,0,0,0,0.4]
f_measure
0.41267 [0.692308,1,0,0,0.4,0,0,0,0,0,0,0.333333,0,0,0,0,1,0.4,0,0,0,0.666667]
f_measure
0.413165 [0.6,0.8,0,0,0.285714,0,0,0,0,0,0.285714,0.4,0,0.4,0,0,0,0.666667,0,0,0,0.666667]
f_measure
0.507448 [0.777778,1,0,0.666667,0.545455,0,0,0,0,0,0,0.285714,0,0.666667,0,0,0,0.5,0,0,0,0.666667]
f_measure
0.393705 [0.631579,1,0,0.666667,0,0,0,0,0,0,0.333333,0.666667,0,0.333333,0,0,0,0.666667,0,0,0,0.5]
f_measure
0.465786 [0.736842,1,0,0,0.285714,0,0,0,0,0,0.444444,0.5,0,0,0,0,0,0.666667,0,0,0,1]
kappa
0.386158
kappa
0.5
kappa
0.284895
kappa
0.335938
kappa
0.369141
kappa
0.396029
kappa
0.384925
kappa
0.492537
kappa
0.359762
kappa
0.472281
kb_relative_information_score
2.986796
kb_relative_information_score
3.395833
kb_relative_information_score
2.576573
kb_relative_information_score
3.206538
kb_relative_information_score
2.781865
kb_relative_information_score
2.880868
kb_relative_information_score
2.995728
kb_relative_information_score
1.857958
kb_relative_information_score
2.40283
kb_relative_information_score
2.436446
mean_absolute_error
0.083443
mean_absolute_error
0.083501
mean_absolute_error
0.08412
mean_absolute_error
0.083794
mean_absolute_error
0.083559
mean_absolute_error
0.083328
mean_absolute_error
0.083397
mean_absolute_error
0.083559
mean_absolute_error
0.083853
mean_absolute_error
0.083539
mean_prior_absolute_error
0.081317
mean_prior_absolute_error
0.081421
mean_prior_absolute_error
0.081592
mean_prior_absolute_error
0.081592
mean_prior_absolute_error
0.081006
mean_prior_absolute_error
0.080851
mean_prior_absolute_error
0.080962
mean_prior_absolute_error
0.08074
mean_prior_absolute_error
0.081495
mean_prior_absolute_error
0.081111
number_of_instances
34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3]
number_of_instances
34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3]
number_of_instances
34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3]
number_of_instances
34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3]
number_of_instances
34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2]
number_of_instances
34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2]
number_of_instances
33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2]
precision
0.450226 [0.538462,1,0,0,0.25,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1]
precision
0.595811 [0.636364,1,0,1,1,0,0,0,0,0,0,0.166667,0,1,0,0,1,0.333333,0,0,0,1]
precision
0.327731 [0.5,0.4,0,0,0.285714,0,0,0,0,0,0,0.2,0,0.5,0,0,1,0,0,0,0,1]
precision
0.363636 [0.545455,0.666667,0,0.5,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0.666667,0,0,0,1]
precision
0.385784 [0.75,1,0,0.5,0,0,0,0,0,0,0,0.5,0,0.25,0,0,1,0.4,0,0,0,0.333333]
precision
0.385236 [0.529412,1,0,0,0.333333,0,0,0,0,0,0,0.25,0,0,0,0,1,0.5,0,0,0,1]
precision
0.394385 [0.545455,0.666667,0,0,0.25,0,0,0,0,0,0.25,0.333333,0,0.5,0,0,0,0.5,0,0,0,1]
precision
0.494538 [0.777778,1,0,0.5,0.428571,0,0,0,0,0,0,0.2,0,0.666667,0,0,0,0.4,0,0,0,1]
precision
0.378342 [0.545455,1,0,0.5,0,0,0,0,0,0,0.333333,1,0,0.333333,0,0,0,0.5,0,0,0,0.5]
precision
0.421947 [0.636364,1,0,0,0.333333,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,0.5,0,0,0,1]
predictive_accuracy
0.470588
predictive_accuracy
0.558824
predictive_accuracy
0.352941
predictive_accuracy
0.411765
predictive_accuracy
0.441176
predictive_accuracy
0.5
predictive_accuracy
0.470588
predictive_accuracy
0.558824
predictive_accuracy
0.441176
predictive_accuracy
0.545455
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
recall
0.470588 [0.875,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.558824 [0.875,1,0,0.5,0.25,0,0,0,0,0,0,1,0,1,0,0,1,0.333333,0,0,0,1]
recall
0.352941 [0.375,1,0,0,0.5,0,0,0,0,0,0,1,0,0.5,0,0,1,0,0,0,0,0.666667]
recall
0.411765 [0.75,1,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.666667,0,0,0,0.666667]
recall
0.441176 [0.666667,1,0,1,0,0,0,0,0,0,0,1,0,0.5,0,0,1,0.666667,0,0,0,0.5]
recall
0.5 [1,1,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,1,0.333333,0,0,0,0.5]
recall
0.470588 [0.666667,1,0,0,0.333333,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.558824 [0.777778,1,0,1,0.75,0,0,0,0,0,0,0.5,0,0.666667,0,0,0,0.666667,0,0,0,0.5]
recall
0.441176 [0.75,1,0,1,0,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.545455 [0.875,1,0,0,0.25,0,0,0,0,0,0.666667,0.5,0,0,0,0,0,1,0,0,0,1]
relative_absolute_error
1.026142
relative_absolute_error
1.025546
relative_absolute_error
1.030989
relative_absolute_error
1.026999
relative_absolute_error
1.031511
relative_absolute_error
1.030632
relative_absolute_error
1.030076
relative_absolute_error
1.034917
relative_absolute_error
1.028926
relative_absolute_error
1.029937
root_mean_prior_squared_error
0.201354
root_mean_prior_squared_error
0.201611
root_mean_prior_squared_error
0.202033
root_mean_prior_squared_error
0.202033
root_mean_prior_squared_error
0.20058
root_mean_prior_squared_error
0.200192
root_mean_prior_squared_error
0.200469
root_mean_prior_squared_error
0.199914
root_mean_prior_squared_error
0.201795
root_mean_prior_squared_error
0.20084
root_mean_squared_error
0.201915
root_mean_squared_error
0.202054
root_mean_squared_error
0.203653
root_mean_squared_error
0.202876
root_mean_squared_error
0.202223
root_mean_squared_error
0.201627
root_mean_squared_error
0.201797
root_mean_squared_error
0.202221
root_mean_squared_error
0.202995
root_mean_squared_error
0.202159
root_relative_squared_error
1.002787
root_relative_squared_error
1.002195
root_relative_squared_error
1.008019
root_relative_squared_error
1.004172
root_relative_squared_error
1.008192
root_relative_squared_error
1.007172
root_relative_squared_error
1.006625
root_relative_squared_error
1.011541
root_relative_squared_error
1.005947
root_relative_squared_error
1.006566
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
810
usercpu_time_millis
740
usercpu_time_millis
650
usercpu_time_millis
860
usercpu_time_millis
750
usercpu_time_millis
730
usercpu_time_millis
750
usercpu_time_millis
700
usercpu_time_millis
730
usercpu_time_millis
740
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
810
usercpu_time_millis_training
730
usercpu_time_millis_training
650
usercpu_time_millis_training
860
usercpu_time_millis_training
750
usercpu_time_millis_training
730
usercpu_time_millis_training
750
usercpu_time_millis_training
700
usercpu_time_millis_training
720
usercpu_time_millis_training
740