577106
1
Jan van Rijn
14
Supervised Classification
3966
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(1)
6284
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
M
2
1724
V
0.001
1724
N
3
1724
S
1
1724
L
-1
1724
I
0.0
1724
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
3966
S
weka.attributeSelection.BestFirst -D 1 -N 5
3966
W
weka.classifiers.meta.RandomSubSpace
3966
P
0.5
3967
S
1
3967
num-slots
1
3967
I
10
3967
W
weka.classifiers.trees.REPTree
3967
study_70
weka
weka_3.7.13
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
1991193
description
https://api.openml.org/data/download/1991193/weka_generated_run8976281297812002696.xml
-1
1991195
model_readable
https://api.openml.org/data/download/1991195/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6801004207439528299.model
-1
1991194
model_serialized
https://api.openml.org/data/download/1991194/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier5277655462099424328.model
-1
1991196
predictions
https://api.openml.org/data/download/1991196/weka_generated_predictions8265923341082021794.arff
area_under_roc_curve
0.978598 [0.9999,0.961806,0.996908,0.984903,0.972706,0.990436,0.945297,0.991522,0.99865,0.943857]
average_cost
0
f_measure
0.809138 [0.975124,0.760638,0.921951,0.883495,0.772118,0.870416,0.527415,0.872979,0.955,0.552239]
kappa
0.791111
kb_relative_information_score
1497.840219
mean_absolute_error
0.073691
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.809291 [0.970297,0.8125,0.9,0.858491,0.83237,0.851675,0.551913,0.811159,0.955,0.549505]
predictive_accuracy
0.812
prior_entropy
3.321928
recall
0.812 [0.98,0.715,0.945,0.91,0.72,0.89,0.505,0.945,0.955,0.555]
relative_absolute_error
0.409392
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.169581
root_relative_squared_error
0.565271
scimark_benchmark
1361.981135 [765.6895230324667, 940.8959553098401, 551.9104677728974, 1232.4589462413705, 3318.9507851199173]
total_cost
0
usercpu_time_millis
600
usercpu_time_millis_testing
20
usercpu_time_millis_training
580
area_under_roc_curve
0.975222 [1,0.953333,0.996944,0.979444,0.961667,1,0.918889,0.993333,0.998611,0.95]
area_under_roc_curve
0.979278 [1,0.955278,0.995833,0.974444,0.973611,0.982778,0.961667,0.989722,0.996944,0.9625]
area_under_roc_curve
0.976556 [1,0.981944,0.999722,0.961389,0.974167,0.987778,0.918056,0.986944,1,0.955556]
area_under_roc_curve
0.984944 [0.999444,0.98,0.999167,0.998056,0.988889,0.991667,0.969722,0.989722,0.999444,0.933333]
area_under_roc_curve
0.97675 [1,0.939722,0.989444,0.989444,0.983889,0.990278,0.946667,0.986944,0.999444,0.941667]
area_under_roc_curve
0.983111 [1,0.976944,0.999444,0.980278,0.976667,0.990556,0.958333,0.9975,0.997778,0.953611]
area_under_roc_curve
0.981056 [1,0.953056,0.998611,0.994444,0.983611,0.982778,0.970833,0.988333,1,0.938889]
area_under_roc_curve
0.983528 [0.999722,0.973056,0.999167,0.997222,0.968056,0.996944,0.948611,0.996389,0.996944,0.959167]
area_under_roc_curve
0.976792 [1,0.978611,0.999722,0.996111,0.971667,0.982778,0.937222,0.995556,1,0.90625]
area_under_roc_curve
0.972444 [1,0.932222,0.993333,0.988889,0.944722,0.998889,0.924167,0.993611,0.999167,0.949444]
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
0.78413 [0.974359,0.75,0.904762,0.871795,0.780488,0.974359,0.418605,0.9,0.878049,0.388889]
f_measure
0.79181 [0.95,0.702703,0.878049,0.857143,0.705882,0.790698,0.611111,0.790698,0.95,0.681818]
f_measure
0.807431 [1,0.8,0.974359,0.842105,0.717949,0.844444,0.457143,0.871795,0.97561,0.590909]
f_measure
0.843135 [0.974359,0.777778,0.95,0.926829,0.780488,0.878049,0.625,0.863636,0.974359,0.680851]
f_measure
0.777324 [1,0.628571,0.923077,0.904762,0.756757,0.863636,0.473684,0.826087,0.97561,0.421053]
f_measure
0.826317 [0.97561,0.764706,0.930233,0.857143,0.820513,0.9,0.604651,0.904762,0.95,0.555556]
f_measure
0.833488 [0.974359,0.8,0.923077,0.904762,0.823529,0.829268,0.615385,0.888889,0.97561,0.6]
f_measure
0.826772 [0.97561,0.769231,0.952381,0.869565,0.810811,0.810811,0.619048,0.930233,0.918919,0.611111]
f_measure
0.809983 [1,0.857143,0.95,0.909091,0.742857,0.878049,0.4,0.851064,1,0.511628]
f_measure
0.786886 [0.930233,0.75,0.844444,0.888889,0.777778,0.947368,0.45,0.909091,0.95,0.421053]
kappa
0.761111
kappa
0.772222
kappa
0.788889
kappa
0.827778
kappa
0.761111
kappa
0.811111
kappa
0.816667
kappa
0.811111
kappa
0.794444
kappa
0.766667
kb_relative_information_score
148.124926
kb_relative_information_score
148.781724
kb_relative_information_score
150.515295
kb_relative_information_score
151.861138
kb_relative_information_score
147.036904
kb_relative_information_score
152.927134
kb_relative_information_score
148.324245
kb_relative_information_score
153.41217
kb_relative_information_score
149.989725
kb_relative_information_score
146.866959
mean_absolute_error
0.075921
mean_absolute_error
0.074126
mean_absolute_error
0.072297
mean_absolute_error
0.072126
mean_absolute_error
0.075604
mean_absolute_error
0.07008
mean_absolute_error
0.077239
mean_absolute_error
0.070779
mean_absolute_error
0.073874
mean_absolute_error
0.074859
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
precision
0.785623 [1,0.75,0.863636,0.894737,0.761905,1,0.391304,0.9,0.857143,0.4375]
precision
0.798793 [0.95,0.764706,0.857143,0.818182,0.857143,0.73913,0.6875,0.73913,0.95,0.625]
precision
0.810785 [1,0.8,1,0.888889,0.736842,0.76,0.533333,0.894737,0.952381,0.541667]
precision
0.85664 [1,0.875,0.95,0.904762,0.761905,0.857143,0.833333,0.791667,1,0.592593]
precision
0.778713 [1,0.733333,0.947368,0.863636,0.823529,0.791667,0.5,0.730769,0.952381,0.444444]
precision
0.831466 [0.952381,0.928571,0.869565,0.818182,0.842105,0.9,0.565217,0.863636,0.95,0.625]
precision
0.840449 [1,0.8,0.947368,0.863636,1,0.809524,0.631579,0.8,0.952381,0.6]
precision
0.833286 [0.952381,0.789474,0.909091,0.769231,0.882353,0.882353,0.590909,0.869565,1,0.6875]
precision
0.819281 [1,1,0.95,0.833333,0.866667,0.857143,0.466667,0.740741,1,0.478261]
precision
0.793234 [0.869565,0.75,0.76,1,0.875,1,0.45,0.833333,0.95,0.444444]
predictive_accuracy
0.785
predictive_accuracy
0.795
predictive_accuracy
0.81
predictive_accuracy
0.845
predictive_accuracy
0.785
predictive_accuracy
0.83
predictive_accuracy
0.835
predictive_accuracy
0.83
predictive_accuracy
0.815
predictive_accuracy
0.79
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.785 [0.95,0.75,0.95,0.85,0.8,0.95,0.45,0.9,0.9,0.35]
recall
0.795 [0.95,0.65,0.9,0.9,0.6,0.85,0.55,0.85,0.95,0.75]
recall
0.81 [1,0.8,0.95,0.8,0.7,0.95,0.4,0.85,1,0.65]
recall
0.845 [0.95,0.7,0.95,0.95,0.8,0.9,0.5,0.95,0.95,0.8]
recall
0.785 [1,0.55,0.9,0.95,0.7,0.95,0.45,0.95,1,0.4]
recall
0.83 [1,0.65,1,0.9,0.8,0.9,0.65,0.95,0.95,0.5]
recall
0.835 [0.95,0.8,0.9,0.95,0.7,0.85,0.6,1,1,0.6]
recall
0.83 [1,0.75,1,1,0.75,0.75,0.65,1,0.85,0.55]
recall
0.815 [1,0.75,0.95,1,0.65,0.9,0.35,1,1,0.55]
recall
0.79 [1,0.75,0.95,0.8,0.7,0.9,0.45,1,0.95,0.4]
relative_absolute_error
0.421782
relative_absolute_error
0.411813
relative_absolute_error
0.401649
relative_absolute_error
0.400698
relative_absolute_error
0.420024
relative_absolute_error
0.389332
relative_absolute_error
0.429105
relative_absolute_error
0.393219
relative_absolute_error
0.410414
relative_absolute_error
0.415885
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.174055
root_mean_squared_error
0.172282
root_mean_squared_error
0.1694
root_mean_squared_error
0.164757
root_mean_squared_error
0.176092
root_mean_squared_error
0.163472
root_mean_squared_error
0.17073
root_mean_squared_error
0.163316
root_mean_squared_error
0.166598
root_mean_squared_error
0.17451
root_relative_squared_error
0.580182
root_relative_squared_error
0.574274
root_relative_squared_error
0.564666
root_relative_squared_error
0.549192
root_relative_squared_error
0.586975
root_relative_squared_error
0.544908
root_relative_squared_error
0.5691
root_relative_squared_error
0.544385
root_relative_squared_error
0.555327
root_relative_squared_error
0.581699
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
1110
usercpu_time_millis
760
usercpu_time_millis
680
usercpu_time_millis
540
usercpu_time_millis
570
usercpu_time_millis
510
usercpu_time_millis
450
usercpu_time_millis
430
usercpu_time_millis
590
usercpu_time_millis
520
usercpu_time_millis_testing
10
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
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
1100
usercpu_time_millis_training
760
usercpu_time_millis_training
680
usercpu_time_millis_training
530
usercpu_time_millis_training
560
usercpu_time_millis_training
510
usercpu_time_millis_training
450
usercpu_time_millis_training
430
usercpu_time_millis_training
590
usercpu_time_millis_training
520