124
1
Jan van Rijn
29
Supervised Classification
70
weka.SMO_PolyKernel(1)
13
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 -C 250007 -E 1.0"
C
250007
71
E
1.0
71
C
1.0
70
K
weka.classifiers.functions.supportVector.PolyKernel
70
L
0.001
70
N
0
70
P
1.0E-12
70
V
-1
70
W
1
70
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
309
description
https://api.openml.org/data/download/309/weka_generated_run90953195224451487.xml
-1
310
predictions
https://api.openml.org/data/download/310/weka_generated_predictions7682225158267371076.arff
area_under_roc_curve
0.859084 [0.859084,0.859084]
average_cost
0
f_measure
0.852543 [0.847305,0.856742]
kappa
0.70585
kb_relative_information_score
482.369094
mean_absolute_error
0.147826
mean_prior_absolute_error
0.493952
number_of_instances
690 [307,383]
os_information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
precision
0.863374 [0.783934,0.927052]
predictive_accuracy
0.852174
prior_entropy
0.991282
recall
0.852174 [0.921824,0.796345]
relative_absolute_error
0.299272
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.384482
root_relative_squared_error
0.77367
scimark_benchmark
1971.8526446694275 [ 1247.6685533764385, 1579.4712809925934, 913.0457694479152, 1668.113200766641, 4450.964418763549 ]
total_cost
0
area_under_roc_curve
0.876923 [0.876923,0.876923]
area_under_roc_curve
0.867949 [0.867949,0.867949]
area_under_roc_curve
0.860256 [0.860256,0.860256]
area_under_roc_curve
0.777589 [0.777589,0.777589]
area_under_roc_curve
0.931239 [0.931239,0.931239]
area_under_roc_curve
0.849321 [0.849321,0.849321]
area_under_roc_curve
0.84635 [0.84635,0.84635]
area_under_roc_curve
0.817063 [0.817063,0.817063]
area_under_roc_curve
0.872666 [0.872666,0.872666]
area_under_roc_curve
0.891766 [0.891766,0.891766]
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
build_cpu_time
0.151
build_cpu_time
0.127
build_cpu_time
0.143
build_cpu_time
0.2
build_cpu_time
0.102
build_cpu_time
0.268
build_cpu_time
0.111
build_cpu_time
0.089
build_cpu_time
0.132
build_cpu_time
0.116
f_measure
0.870115 [0.861538,0.876712]
f_measure
0.855316 [0.852941,0.857143]
f_measure
0.855684 [0.84375,0.864865]
f_measure
0.767726 [0.771429,0.764706]
f_measure
0.927719 [0.923077,0.931507]
f_measure
0.84058 [0.84058,0.84058]
f_measure
0.840915 [0.835821,0.84507]
f_measure
0.81199 [0.80597,0.816901]
f_measure
0.869895 [0.861538,0.876712]
f_measure
0.884204 [0.882353,0.885714]
kappa
0.739623
kappa
0.71393
kappa
0.709596
kappa
0.542289
kappa
0.854859
kappa
0.684407
kappa
0.68256
kappa
0.624843
kappa
0.738746
kappa
0.769808
kb_relative_information_score
50.454529
kb_relative_information_score
48.419278
kb_relative_information_score
48.419278
kb_relative_information_score
36.528743
kb_relative_information_score
58.91651
kb_relative_information_score
46.705
kb_relative_information_score
46.705
kb_relative_information_score
42.634497
kb_relative_information_score
50.775503
kb_relative_information_score
52.810755
mean_absolute_error
0.130435
mean_absolute_error
0.144928
mean_absolute_error
0.144928
mean_absolute_error
0.231884
mean_absolute_error
0.072464
mean_absolute_error
0.15942
mean_absolute_error
0.15942
mean_absolute_error
0.188406
mean_absolute_error
0.130435
mean_absolute_error
0.115942
mean_prior_absolute_error
0.492837
mean_prior_absolute_error
0.492837
mean_prior_absolute_error
0.492837
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
number_of_instances
69 [30,39]
number_of_instances
69 [30,39]
number_of_instances
69 [30,39]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
precision
0.879795 [0.8,0.941176]
precision
0.878792 [0.763158,0.967742]
precision
0.862039 [0.794118,0.914286]
precision
0.788331 [0.692308,0.866667]
precision
0.931409 [0.882353,0.971429]
precision
0.858062 [0.763158,0.935484]
precision
0.850095 [0.777778,0.909091]
precision
0.820927 [0.75,0.878788]
precision
0.873511 [0.823529,0.914286]
precision
0.897792 [0.810811,0.96875]
predictive_accuracy
0.869565
predictive_accuracy
0.855072
predictive_accuracy
0.855072
predictive_accuracy
0.768116
predictive_accuracy
0.927536
predictive_accuracy
0.84058
predictive_accuracy
0.84058
predictive_accuracy
0.811594
predictive_accuracy
0.869565
predictive_accuracy
0.884058
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.869565 [0.933333,0.820513]
recall
0.855072 [0.966667,0.769231]
recall
0.855072 [0.9,0.820513]
recall
0.768116 [0.870968,0.684211]
recall
0.927536 [0.967742,0.894737]
recall
0.84058 [0.935484,0.763158]
recall
0.84058 [0.903226,0.789474]
recall
0.811594 [0.870968,0.763158]
recall
0.869565 [0.903226,0.842105]
recall
0.884058 [0.967742,0.815789]
relative_absolute_error
0.264661
relative_absolute_error
0.294068
relative_absolute_error
0.294068
relative_absolute_error
0.468994
relative_absolute_error
0.14656
relative_absolute_error
0.322433
relative_absolute_error
0.322433
relative_absolute_error
0.381057
relative_absolute_error
0.263809
relative_absolute_error
0.234497
root_mean_prior_squared_error
0.495836
root_mean_prior_squared_error
0.495836
root_mean_prior_squared_error
0.495836
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_squared_error
0.361158
root_mean_squared_error
0.380693
root_mean_squared_error
0.380693
root_mean_squared_error
0.481543
root_mean_squared_error
0.269191
root_mean_squared_error
0.399275
root_mean_squared_error
0.399275
root_mean_squared_error
0.434057
root_mean_squared_error
0.361158
root_mean_squared_error
0.340503
root_relative_squared_error
0.728382
root_relative_squared_error
0.767782
root_relative_squared_error
0.767782
root_relative_squared_error
0.968047
root_relative_squared_error
0.541155
root_relative_squared_error
0.802662
root_relative_squared_error
0.802662
root_relative_squared_error
0.872586
root_relative_squared_error
0.726035
root_relative_squared_error
0.684513
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