553547
1
Jan van Rijn
3958
Supervised Classification
predictive_accuracy
2555
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)
3464
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
100
1726
K
0
1726
S
1
1726
num-slots
1
1726
P
1
2049
E
1
2049
D
1
2050
N
5
2050
E
weka.attributeSelection.CfsSubsetEval
2555
S
weka.attributeSelection.BestFirst
2555
W
weka.classifiers.trees.RandomForest
2555
study_15
study_20
weka
weka_3.7.13
1124
AP_Omentum_Uterus
https://www.openml.org/data/download/54007/AP_Omentum_Uterus.arff
-1
1905064
description
https://api.openml.org/data/download/1905064/weka_generated_run3945507151293538889.xml
-1
1905066
model_readable
https://api.openml.org/data/download/1905066/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier8812470406645975621.model
-1
1905065
model_serialized
https://api.openml.org/data/download/1905065/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6791441953095886456.model
-1
1905067
predictions
https://api.openml.org/data/download/1905067/weka_generated_predictions117463373586367533.arff
area_under_roc_curve
0.969156 [0.969156,0.969156]
average_cost
0
f_measure
0.910217 [0.881579,0.928]
kappa
0.809599
kb_relative_information_score
125.199691
mean_absolute_error
0.196766
mean_prior_absolute_error
0.472931
number_of_instances
201 [77,124]
os_information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.910176 [0.893333,0.920635]
predictive_accuracy
0.910448
prior_entropy
0.960979
recall
0.910448 [0.87013,0.935484]
relative_absolute_error
0.416057
root_mean_prior_squared_error
0.48614
root_mean_squared_error
0.272219
root_relative_squared_error
0.559959
scimark_benchmark
1376.316639 [734.1080358617838, 929.1007214833671, 524.5441426563692, 1263.3445492814637, 3430.485745704022]
total_cost
0
usercpu_time_millis
2632580
usercpu_time_millis_testing
20
usercpu_time_millis_training
2632560
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.989583 [0.989583,0.989583]
area_under_roc_curve
0.994792 [0.994792,0.994792]
area_under_roc_curve
0.890625 [0.890625,0.890625]
area_under_roc_curve
0.911458 [0.911458,0.911458]
area_under_roc_curve
0.979167 [0.979167,0.979167]
area_under_roc_curve
0.9375 [0.9375,0.9375]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.956044 [0.956044,0.956044]
area_under_roc_curve
1 [1,1]
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
1 [1,1]
f_measure
0.949333 [0.933333,0.96]
f_measure
0.949333 [0.933333,0.96]
f_measure
0.7 [0.625,0.75]
f_measure
0.9 [0.875,0.916667]
f_measure
0.950384 [0.941176,0.956522]
f_measure
0.9 [0.875,0.916667]
f_measure
0.949003 [0.923077,0.962963]
f_measure
0.847009 [0.769231,0.888889]
f_measure
0.950667 [0.933333,0.96]
kappa
1
kappa
0.893617
kappa
0.893617
kappa
0.375
kappa
0.791667
kappa
0.897959
kappa
0.791667
kappa
0.886364
kappa
0.659091
kappa
0.893617
kb_relative_information_score
15.086413
kb_relative_information_score
12.692101
kb_relative_information_score
13.436514
kb_relative_information_score
8.26231
kb_relative_information_score
10.911374
kb_relative_information_score
12.149141
kb_relative_information_score
12.279302
kb_relative_information_score
13.78215
kb_relative_information_score
12.067351
kb_relative_information_score
14.533035
mean_absolute_error
0.155238
mean_absolute_error
0.2015
mean_absolute_error
0.1845
mean_absolute_error
0.287
mean_absolute_error
0.24
mean_absolute_error
0.212
mean_absolute_error
0.206
mean_absolute_error
0.1595
mean_absolute_error
0.1895
mean_absolute_error
0.1345
mean_prior_absolute_error
0.472437
mean_prior_absolute_error
0.476847
mean_prior_absolute_error
0.476847
mean_prior_absolute_error
0.476847
mean_prior_absolute_error
0.476847
mean_prior_absolute_error
0.476847
mean_prior_absolute_error
0.476847
mean_prior_absolute_error
0.465271
mean_prior_absolute_error
0.465271
mean_prior_absolute_error
0.465271
number_of_instances
21 [8,13]
number_of_instances
20 [8,12]
number_of_instances
20 [8,12]
number_of_instances
20 [8,12]
number_of_instances
20 [8,12]
number_of_instances
20 [8,12]
number_of_instances
20 [8,12]
number_of_instances
20 [7,13]
number_of_instances
20 [7,13]
number_of_instances
20 [7,13]
precision
1 [1,1]
precision
0.953846 [1,0.923077]
precision
0.953846 [1,0.923077]
precision
0.7 [0.625,0.75]
precision
0.9 [0.875,0.916667]
precision
0.955556 [0.888889,1]
precision
0.9 [0.875,0.916667]
precision
0.953571 [1,0.928571]
precision
0.84881 [0.833333,0.857143]
precision
0.95625 [0.875,1]
predictive_accuracy
1
predictive_accuracy
0.95
predictive_accuracy
0.95
predictive_accuracy
0.7
predictive_accuracy
0.9
predictive_accuracy
0.95
predictive_accuracy
0.9
predictive_accuracy
0.95
predictive_accuracy
0.85
predictive_accuracy
0.95
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
prior_entropy
0.960979
recall
1 [1,1]
recall
0.95 [0.875,1]
recall
0.95 [0.875,1]
recall
0.7 [0.625,0.75]
recall
0.9 [0.875,0.916667]
recall
0.95 [1,0.916667]
recall
0.9 [0.875,0.916667]
recall
0.95 [0.857143,1]
recall
0.85 [0.714286,0.923077]
recall
0.95 [1,0.923077]
relative_absolute_error
0.32859
relative_absolute_error
0.422567
relative_absolute_error
0.386916
relative_absolute_error
0.60187
relative_absolute_error
0.503306
relative_absolute_error
0.444587
relative_absolute_error
0.432004
relative_absolute_error
0.342811
relative_absolute_error
0.40729
relative_absolute_error
0.289079
root_mean_prior_squared_error
0.485632
root_mean_prior_squared_error
0.490151
root_mean_prior_squared_error
0.490151
root_mean_prior_squared_error
0.490151
root_mean_prior_squared_error
0.490151
root_mean_prior_squared_error
0.490151
root_mean_prior_squared_error
0.490151
root_mean_prior_squared_error
0.478197
root_mean_prior_squared_error
0.478197
root_mean_prior_squared_error
0.478197
root_mean_squared_error
0.213095
root_mean_squared_error
0.257575
root_mean_squared_error
0.247275
root_mean_squared_error
0.369473
root_mean_squared_error
0.318685
root_mean_squared_error
0.285237
root_mean_squared_error
0.301645
root_mean_squared_error
0.213108
root_mean_squared_error
0.266299
root_mean_squared_error
0.206918
root_relative_squared_error
0.4388
root_relative_squared_error
0.525501
root_relative_squared_error
0.504487
root_relative_squared_error
0.753793
root_relative_squared_error
0.650176
root_relative_squared_error
0.581936
root_relative_squared_error
0.615413
root_relative_squared_error
0.445649
root_relative_squared_error
0.556881
root_relative_squared_error
0.432704
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
2971510
usercpu_time_millis
2769450
usercpu_time_millis
2980100
usercpu_time_millis
2326670
usercpu_time_millis
2137340
usercpu_time_millis
1946380
usercpu_time_millis
3078640
usercpu_time_millis
3029120
usercpu_time_millis
3242730
usercpu_time_millis
3153290
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_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
2971510
usercpu_time_millis_training
2769450
usercpu_time_millis_training
2980100
usercpu_time_millis_training
2326670
usercpu_time_millis_training
2137340
usercpu_time_millis_training
1946380
usercpu_time_millis_training
3078630
usercpu_time_millis_training
3029120
usercpu_time_millis_training
3242720
usercpu_time_millis_training
3153290