553533
1
Jan van Rijn
3996
Supervised Classification
predictive_accuracy
2554
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)
3463
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.bayes.NaiveBayes
P
1
2049
E
1
2049
D
1
2050
N
5
2050
E
weka.attributeSelection.CfsSubsetEval
2554
S
weka.attributeSelection.BestFirst
2554
W
weka.classifiers.bayes.NaiveBayes
2554
study_15
study_20
weka
weka_3.7.13
1162
AP_Ovary_Uterus
https://www.openml.org/data/download/54045/AP_Ovary_Uterus.arff
-1
1905008
description
https://api.openml.org/data/download/1905008/weka_generated_run2624163476741124277.xml
-1
1905010
model_readable
https://api.openml.org/data/download/1905010/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier9223164633016882805.model
-1
1905009
model_serialized
https://api.openml.org/data/download/1905009/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1270701372205421611.model
-1
1905011
predictions
https://api.openml.org/data/download/1905011/weka_generated_predictions8385485781742143123.arff
area_under_roc_curve
0.862048 [0.862048,0.862048]
average_cost
0
f_measure
0.854146 [0.881013,0.811245]
kappa
0.692261
kb_relative_information_score
221.169128
mean_absolute_error
0.144536
mean_prior_absolute_error
0.473756
number_of_instances
322 [198,124]
os_information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.854271 [0.883249,0.808]
predictive_accuracy
0.854037
prior_entropy
0.962037
recall
0.854037 [0.878788,0.814516]
relative_absolute_error
0.305085
root_mean_prior_squared_error
0.486618
root_mean_squared_error
0.378261
root_relative_squared_error
0.777327
scimark_benchmark
1389.889662 [768.7265751192471, 979.3926485492494, 524.8004995102859, 1262.128128441616, 3414.400459655734]
total_cost
0
usercpu_time_millis
3795140
usercpu_time_millis_testing
50
usercpu_time_millis_training
3795090
area_under_roc_curve
0.919231 [0.919231,0.919231]
area_under_roc_curve
0.959615 [0.959615,0.959615]
area_under_roc_curve
0.810417 [0.810417,0.810417]
area_under_roc_curve
0.825 [0.825,0.825]
area_under_roc_curve
0.958333 [0.958333,0.958333]
area_under_roc_curve
0.825 [0.825,0.825]
area_under_roc_curve
0.95 [0.95,0.95]
area_under_roc_curve
0.739583 [0.739583,0.739583]
area_under_roc_curve
0.878543 [0.878543,0.878543]
area_under_roc_curve
0.736842 [0.736842,0.736842]
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
0.879927 [0.894737,0.857143]
f_measure
0.96946 [0.97561,0.96]
f_measure
0.779162 [0.829268,0.695652]
f_measure
0.842259 [0.878049,0.782609]
f_measure
0.968452 [0.97561,0.956522]
f_measure
0.842259 [0.878049,0.782609]
f_measure
0.938259 [0.947368,0.923077]
f_measure
0.753036 [0.789474,0.692308]
f_measure
0.845135 [0.857143,0.827586]
f_measure
0.710697 [0.780488,0.608696]
kappa
0.752809
kappa
0.935673
kappa
0.525424
kappa
0.661017
kappa
0.932203
kappa
0.661017
kappa
0.870968
kappa
0.483871
kappa
0.6875
kappa
0.394958
kb_relative_information_score
24.564558
kb_relative_information_score
31.027977
kb_relative_information_score
16.660327
kb_relative_information_score
20.96264
kb_relative_information_score
29.599691
kb_relative_information_score
20.96264
kb_relative_information_score
27.440428
kb_relative_information_score
14.425354
kb_relative_information_score
21.606941
kb_relative_information_score
13.91857
mean_absolute_error
0.120923
mean_absolute_error
0.030303
mean_absolute_error
0.218414
mean_absolute_error
0.15625
mean_absolute_error
0.03125
mean_absolute_error
0.15625
mean_absolute_error
0.0625
mean_absolute_error
0.251216
mean_absolute_error
0.157335
mean_absolute_error
0.265225
mean_prior_absolute_error
0.475776
mean_prior_absolute_error
0.475776
mean_prior_absolute_error
0.471451
mean_prior_absolute_error
0.471451
mean_prior_absolute_error
0.471451
mean_prior_absolute_error
0.471451
mean_prior_absolute_error
0.471451
mean_prior_absolute_error
0.471451
mean_prior_absolute_error
0.478588
mean_prior_absolute_error
0.478588
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [19,13]
number_of_instances
32 [19,13]
precision
0.887542 [0.944444,0.8]
precision
0.97114 [0.952381,1]
precision
0.77868 [0.809524,0.727273]
precision
0.842532 [0.857143,0.818182]
precision
0.970238 [0.952381,1]
precision
0.842532 [0.857143,0.818182]
precision
0.946429 [1,0.857143]
precision
0.761905 [0.833333,0.642857]
precision
0.861328 [0.9375,0.75]
precision
0.716193 [0.727273,0.7]
predictive_accuracy
0.878788
predictive_accuracy
0.969697
predictive_accuracy
0.78125
predictive_accuracy
0.84375
predictive_accuracy
0.96875
predictive_accuracy
0.84375
predictive_accuracy
0.9375
predictive_accuracy
0.75
predictive_accuracy
0.84375
predictive_accuracy
0.71875
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
prior_entropy
0.962037
recall
0.878788 [0.85,0.923077]
recall
0.969697 [1,0.923077]
recall
0.78125 [0.85,0.666667]
recall
0.84375 [0.9,0.75]
recall
0.96875 [1,0.916667]
recall
0.84375 [0.9,0.75]
recall
0.9375 [0.9,1]
recall
0.75 [0.75,0.75]
recall
0.84375 [0.789474,0.923077]
recall
0.71875 [0.842105,0.538462]
relative_absolute_error
0.25416
relative_absolute_error
0.063692
relative_absolute_error
0.46328
relative_absolute_error
0.331424
relative_absolute_error
0.066285
relative_absolute_error
0.331424
relative_absolute_error
0.13257
relative_absolute_error
0.532857
relative_absolute_error
0.328748
relative_absolute_error
0.554183
root_mean_prior_squared_error
0.488689
root_mean_prior_squared_error
0.488689
root_mean_prior_squared_error
0.484243
root_mean_prior_squared_error
0.484243
root_mean_prior_squared_error
0.484243
root_mean_prior_squared_error
0.484243
root_mean_prior_squared_error
0.484243
root_mean_prior_squared_error
0.484243
root_mean_prior_squared_error
0.491558
root_mean_prior_squared_error
0.491558
root_mean_squared_error
0.347328
root_mean_squared_error
0.174078
root_mean_squared_error
0.466991
root_mean_squared_error
0.395285
root_mean_squared_error
0.176777
root_mean_squared_error
0.395285
root_mean_squared_error
0.25
root_mean_squared_error
0.500047
root_mean_squared_error
0.395284
root_mean_squared_error
0.503461
root_relative_squared_error
0.710734
root_relative_squared_error
0.356213
root_relative_squared_error
0.964373
root_relative_squared_error
0.816293
root_relative_squared_error
0.365058
root_relative_squared_error
0.816293
root_relative_squared_error
0.516269
root_relative_squared_error
1.032636
root_relative_squared_error
0.804145
root_relative_squared_error
1.024216
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
3476720
usercpu_time_millis
3626400
usercpu_time_millis
3235360
usercpu_time_millis
3487920
usercpu_time_millis
3086730
usercpu_time_millis
3645260
usercpu_time_millis
4041810
usercpu_time_millis
3954680
usercpu_time_millis
3505150
usercpu_time_millis
3516390
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
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_training
3476710
usercpu_time_millis_training
3626390
usercpu_time_millis_training
3235350
usercpu_time_millis_training
3487910
usercpu_time_millis_training
3086730
usercpu_time_millis_training
3645250
usercpu_time_millis_training
4041810
usercpu_time_millis_training
3954670
usercpu_time_millis_training
3505140
usercpu_time_millis_training
3516390