181827
2
Joaquin Vanschoren
3520
Supervised Classification
predictive_accuracy
1076
weka.SimpleCart(3)
1846
weka.classifiers.trees.SimpleCart -- -M 2.0 -N 5 -C 1.0 -S 1
M
2.0
1076
N
5
1076
C
1.0
1076
S
1
1076
weka
weka_3.7.12
385
tr31.wc
https://www.openml.org/data/download/52497/tr31.wc.arff
-1
599227
description
https://api.openml.org/data/download/599227/weka_generated_run8724142496113867799.xml
-1
599230
model_readable
https://api.openml.org/data/download/599230/WekaModel_weka.classifiers.trees.SimpleCart5969787853049406654.model
-1
599229
model_serialized
https://api.openml.org/data/download/599229/WekaSerialized_weka.classifiers.trees.SimpleCart7744789091905190857.model
-1
599228
predictions
https://api.openml.org/data/download/599228/weka_generated_predictions8548697280640814304.arff
area_under_roc_curve
0.964062 [0.96875,0.952335,0.973646,0.908231,0.96366,0.962882,0.482162]
average_cost
0
f_measure
0.930822 [0.947961,0.901639,0.956522,0.833333,0.933921,0.886957,0]
kappa
0.90901
kb_relative_information_score
823.057528
mean_absolute_error
0.025046
mean_prior_absolute_error
0.21447
number_of_instances
927 [352,63,151,21,227,111,2]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.931175 [0.938719,0.932203,0.966216,1,0.933921,0.857143,0]
predictive_accuracy
0.932039
prior_entropy
2.239341
recall
0.932039 [0.957386,0.873016,0.94702,0.714286,0.933921,0.918919,0]
relative_absolute_error
0.116783
root_mean_prior_squared_error
0.327293
root_mean_squared_error
0.130455
root_relative_squared_error
0.398588
scimark_benchmark
1290.108484 [809.3924190983307, 898.7664059157205, 531.0295670121254, 1106.5597494441092, 3104.7942796531]
total_cost
0
usercpu_time_millis
153930
usercpu_time_millis_testing
0
usercpu_time_millis_training
153930
area_under_roc_curve
0.956805 [0.934942,0.988506,0.967949,0.744505,0.973292,1,0.0]
area_under_roc_curve
0.97215 [0.980994,0.827586,0.992735,1,0.998137,0.93459,0.0]
area_under_roc_curve
0.966277 [0.973645,0.933908,0.993506,1,0.934783,0.980599,0.0]
area_under_roc_curve
0.98327 [0.980542,1,1,1,0.974845,0.975309,0.0]
area_under_roc_curve
0.956586 [0.965517,0.980066,0.949145,0.992593,0.961588,0.903548,0.0]
area_under_roc_curve
0.953879 [0.952463,0.892027,0.944017,1,0.983675,0.984479,0.5]
area_under_roc_curve
0.963753 [0.974877,1,0.965812,0.5,0.978233,1,0.5]
area_under_roc_curve
0.972863 [0.981454,0.925388,1,0.997222,0.962193,0.952301,0.0]
area_under_roc_curve
0.992917 [0.983709,1,0.998701,1,0.99811,0.998316,0.0]
area_under_roc_curve
0.932809 [0.957644,1,0.946753,1,0.896975,0.860831,0.0]
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
0.915881 [0.927536,0.857143,0.965517,0,0.92,1,0]
f_measure
0.92428 [0.956522,0.727273,0.9375,1,0.93617,0.869565,0]
f_measure
0.935351 [0.931507,0.909091,0.941176,1,0.930233,0.952381,0]
f_measure
0.957373 [0.957746,1,1,1,0.954545,0.88,0]
f_measure
0.886158 [0.942857,0.833333,0.857143,0.8,0.930233,0.714286,0]
f_measure
0.92001 [0.916667,0.923077,0.965517,1,0.933333,0.909091,0]
f_measure
0.930943 [0.958904,1,0.965517,0,0.933333,1,0]
f_measure
0.931851 [0.945946,0.8,1,0.666667,0.977778,0.818182,0]
f_measure
0.968031 [0.985507,1,0.965517,1,0.956522,0.916667,0]
f_measure
0.923597 [0.957746,0.923077,0.965517,1,0.869565,0.857143,0]
kappa
0.899242
kappa
0.899661
kappa
0.913179
kappa
0.942637
kappa
0.843554
kappa
0.899397
kappa
0.927716
kappa
0.911268
kappa
0.956549
kappa
0.897924
kb_relative_information_score
82.094559
kb_relative_information_score
82.054965
kb_relative_information_score
83.890366
kb_relative_information_score
84.75481
kb_relative_information_score
77.474582
kb_relative_information_score
82.171078
kb_relative_information_score
83.433425
kb_relative_information_score
80.175921
kb_relative_information_score
86.541939
kb_relative_information_score
80.465884
mean_absolute_error
0.023424
mean_absolute_error
0.023469
mean_absolute_error
0.020636
mean_absolute_error
0.0229
mean_absolute_error
0.041725
mean_absolute_error
0.029505
mean_absolute_error
0.018814
mean_absolute_error
0.026711
mean_absolute_error
0.013457
mean_absolute_error
0.029769
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
0.913997 [0.969697,0.75,1,0,0.851852,1,0]
precision
0.927799 [1,0.8,0.882353,1,0.916667,0.833333,0]
precision
0.941269 [0.894737,1,0.888889,1,1,1,0]
precision
0.959241 [0.944444,1,1,1,1,0.846154,0]
precision
0.90612 [0.942857,1,0.923077,1,0.952381,0.588235,0]
precision
0.917238 [0.891892,1,1,1,0.913043,0.909091,0]
precision
0.91746 [0.921053,1,1,0,0.913043,1,0]
precision
0.939242 [0.897436,1,1,1,1,0.818182,0]
precision
0.970736 [1,1,1,1,0.956522,0.846154,0]
precision
0.924983 [0.944444,0.857143,1,1,0.869565,0.9,0]
predictive_accuracy
0.924731
predictive_accuracy
0.924731
predictive_accuracy
0.935484
predictive_accuracy
0.956989
predictive_accuracy
0.88172
predictive_accuracy
0.924731
predictive_accuracy
0.946237
predictive_accuracy
0.934783
predictive_accuracy
0.967391
predictive_accuracy
0.923913
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
0.924731 [0.888889,1,0.933333,0,1,1,0]
recall
0.924731 [0.916667,0.666667,1,1,0.956522,0.909091,0]
recall
0.935484 [0.971429,0.833333,1,1,0.869565,0.909091,0]
recall
0.956989 [0.971429,1,1,1,0.913043,0.916667,0]
recall
0.88172 [0.942857,0.714286,0.8,0.666667,0.909091,0.909091,0]
recall
0.924731 [0.942857,0.857143,0.933333,1,0.954545,0.909091,0]
recall
0.946237 [1,1,0.933333,0,0.954545,1,0]
recall
0.934783 [1,0.666667,1,0.5,0.956522,0.818182,0]
recall
0.967391 [0.971429,1,0.933333,1,0.956522,1,0]
recall
0.923913 [0.971429,1,0.933333,1,0.869565,0.818182,0]
relative_absolute_error
0.109609
relative_absolute_error
0.109819
relative_absolute_error
0.096264
relative_absolute_error
0.106762
relative_absolute_error
0.193771
relative_absolute_error
0.136981
relative_absolute_error
0.087344
relative_absolute_error
0.124761
relative_absolute_error
0.062853
relative_absolute_error
0.139044
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
0.138101
root_mean_squared_error
0.132566
root_mean_squared_error
0.129783
root_mean_squared_error
0.106204
root_mean_squared_error
0.171057
root_mean_squared_error
0.139635
root_mean_squared_error
0.116754
root_mean_squared_error
0.121309
root_mean_squared_error
0.085142
root_mean_squared_error
0.144828
root_relative_squared_error
0.423462
root_relative_squared_error
0.406492
root_relative_squared_error
0.396727
root_relative_squared_error
0.324451
root_relative_squared_error
0.520546
root_relative_squared_error
0.424803
root_relative_squared_error
0.355196
root_relative_squared_error
0.371292
root_relative_squared_error
0.260594
root_relative_squared_error
0.443277
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
139340
usercpu_time_millis
132840
usercpu_time_millis
133770
usercpu_time_millis
137180
usercpu_time_millis
133840
usercpu_time_millis
136650
usercpu_time_millis
136300
usercpu_time_millis
133140
usercpu_time_millis
137320
usercpu_time_millis
134220
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
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
139340
usercpu_time_millis_training
132840
usercpu_time_millis_training
133770
usercpu_time_millis_training
137180
usercpu_time_millis_training
133840
usercpu_time_millis_training
136650
usercpu_time_millis_training
136300
usercpu_time_millis_training
133140
usercpu_time_millis_training
137320
usercpu_time_millis_training
134220