195365
2
Joaquin Vanschoren
1767
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
3
kr-vs-kp
https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff
-1
644435
description
https://api.openml.org/data/download/644435/weka_generated_run9221862962893684447.xml
-1
644438
model_readable
https://api.openml.org/data/download/644438/WekaModel_weka.classifiers.functions.SMO4250867606958938938.model
-1
644437
model_serialized
https://api.openml.org/data/download/644437/WekaSerialized_weka.classifiers.functions.SMO3315887245815656536.model
-1
644436
predictions
https://api.openml.org/data/download/644436/weka_generated_predictions6038868946438589827.arff
area_under_roc_curve
0.950514 [0.950514,0.950514]
average_cost
0
f_measure
0.950861 [0.953232,0.94827]
kappa
0.901506
kb_relative_information_score
14405.496446
mean_absolute_error
0.049124
mean_prior_absolute_error
0.499014
number_of_instances
15980 [8345,7635]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.950914 [0.947867,0.954244]
predictive_accuracy
0.950876
prior_entropy
0.998577
recall
0.950876 [0.958658,0.942371]
relative_absolute_error
0.098442
root_mean_prior_squared_error
0.499506
root_mean_squared_error
0.221639
root_relative_squared_error
0.443716
scimark_benchmark
1321.526969 [779.0266083552302, 976.662422486706, 541.4734578216411, 1083.6875143231027, 3226.784844147617]
total_cost
0
usercpu_time_millis
1350
usercpu_time_millis_testing
0
usercpu_time_millis_training
1350
area_under_roc_curve
0.944601 [0.944601,0.944601]
area_under_roc_curve
0.954423 [0.954423,0.954423]
area_under_roc_curve
0.950441 [0.950441,0.950441]
area_under_roc_curve
0.952784 [0.952784,0.952784]
area_under_roc_curve
0.954084 [0.954084,0.954084]
area_under_roc_curve
0.951033 [0.951033,0.951033]
area_under_roc_curve
0.945965 [0.945965,0.945965]
area_under_roc_curve
0.952547 [0.952547,0.952547]
area_under_roc_curve
0.953541 [0.953541,0.953541]
area_under_roc_curve
0.94575 [0.94575,0.94575]
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
0.94549 [0.948793,0.941884]
f_measure
0.954326 [0.956103,0.952381]
f_measure
0.950562 [0.952666,0.948265]
f_measure
0.953056 [0.955224,0.95069]
f_measure
0.954311 [0.956418,0.952005]
f_measure
0.951186 [0.953349,0.948819]
f_measure
0.946754 [0.949853,0.943371]
f_measure
0.953042 [0.95549,0.950364]
f_measure
0.953689 [0.955742,0.951444]
f_measure
0.946162 [0.94881,0.943272]
kappa
0.890718
kappa
0.908486
kappa
0.900931
kappa
0.905916
kappa
0.908424
kappa
0.902168
kappa
0.893254
kappa
0.905862
kappa
0.907185
kappa
0.892087
kb_relative_information_score
1423.565382
kb_relative_information_score
1451.516805
kb_relative_information_score
1439.610987
kb_relative_information_score
1447.63379
kb_relative_information_score
1451.516805
kb_relative_information_score
1441.488302
kb_relative_information_score
1427.576783
kb_relative_information_score
1447.505404
kb_relative_information_score
1449.511105
kb_relative_information_score
1425.571082
mean_absolute_error
0.054443
mean_absolute_error
0.045682
mean_absolute_error
0.049437
mean_absolute_error
0.046934
mean_absolute_error
0.045682
mean_absolute_error
0.048811
mean_absolute_error
0.053191
mean_absolute_error
0.046934
mean_absolute_error
0.046308
mean_absolute_error
0.053817
mean_prior_absolute_error
0.499027
mean_prior_absolute_error
0.499
mean_prior_absolute_error
0.499027
mean_prior_absolute_error
0.499027
mean_prior_absolute_error
0.499
mean_prior_absolute_error
0.499
mean_prior_absolute_error
0.499027
mean_prior_absolute_error
0.499
mean_prior_absolute_error
0.499
mean_prior_absolute_error
0.499027
number_of_instances
1598 [834,764]
number_of_instances
1598 [835,763]
number_of_instances
1598 [834,764]
number_of_instances
1598 [834,764]
number_of_instances
1598 [835,763]
number_of_instances
1598 [835,763]
number_of_instances
1598 [834,764]
number_of_instances
1598 [835,763]
number_of_instances
1598 [835,763]
number_of_instances
1598 [834,764]
precision
0.946139 [0.931792,0.961801]
precision
0.954371 [0.960145,0.948052]
precision
0.950561 [0.952096,0.948886]
precision
0.953083 [0.951249,0.955086]
precision
0.954323 [0.953571,0.955145]
precision
0.951186 [0.95221,0.950066]
precision
0.947243 [0.934959,0.960651]
precision
0.953187 [0.947059,0.959893]
precision
0.95369 [0.9546,0.952694]
precision
0.946248 [0.94208,0.950798]
predictive_accuracy
0.945557
predictive_accuracy
0.954318
predictive_accuracy
0.950563
predictive_accuracy
0.953066
predictive_accuracy
0.954318
predictive_accuracy
0.951189
predictive_accuracy
0.946809
predictive_accuracy
0.953066
predictive_accuracy
0.953692
predictive_accuracy
0.946183
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
prior_entropy
0.998577
recall
0.945557 [0.966427,0.922775]
recall
0.954318 [0.952096,0.95675]
recall
0.950563 [0.953237,0.947644]
recall
0.953066 [0.959233,0.946335]
recall
0.954318 [0.959281,0.948886]
recall
0.951189 [0.954491,0.947575]
recall
0.946809 [0.965228,0.926702]
recall
0.953066 [0.964072,0.941022]
recall
0.953692 [0.956886,0.950197]
recall
0.946183 [0.955635,0.935864]
relative_absolute_error
0.109098
relative_absolute_error
0.091547
relative_absolute_error
0.099066
relative_absolute_error
0.09405
relative_absolute_error
0.091547
relative_absolute_error
0.097818
relative_absolute_error
0.10659
relative_absolute_error
0.094056
relative_absolute_error
0.092801
relative_absolute_error
0.107844
root_mean_prior_squared_error
0.49952
root_mean_prior_squared_error
0.499492
root_mean_prior_squared_error
0.49952
root_mean_prior_squared_error
0.49952
root_mean_prior_squared_error
0.499492
root_mean_prior_squared_error
0.499492
root_mean_prior_squared_error
0.49952
root_mean_prior_squared_error
0.499492
root_mean_prior_squared_error
0.499492
root_mean_prior_squared_error
0.49952
root_mean_squared_error
0.23333
root_mean_squared_error
0.213734
root_mean_squared_error
0.222344
root_mean_squared_error
0.216642
root_mean_squared_error
0.213734
root_mean_squared_error
0.220932
root_mean_squared_error
0.230633
root_mean_squared_error
0.216642
root_mean_squared_error
0.215193
root_mean_squared_error
0.231985
root_relative_squared_error
0.467109
root_relative_squared_error
0.427902
root_relative_squared_error
0.445115
root_relative_squared_error
0.4337
root_relative_squared_error
0.427902
root_relative_squared_error
0.442313
root_relative_squared_error
0.461709
root_relative_squared_error
0.433724
root_relative_squared_error
0.430823
root_relative_squared_error
0.464417
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
470
usercpu_time_millis
410
usercpu_time_millis
460
usercpu_time_millis
420
usercpu_time_millis
400
usercpu_time_millis
360
usercpu_time_millis
530
usercpu_time_millis
400
usercpu_time_millis
440
usercpu_time_millis
330
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
470
usercpu_time_millis_training
410
usercpu_time_millis_training
460
usercpu_time_millis_training
410
usercpu_time_millis_training
390
usercpu_time_millis_training
360
usercpu_time_millis_training
520
usercpu_time_millis_training
390
usercpu_time_millis_training
440
usercpu_time_millis_training
330