578123
1
Jan van Rijn
14
Supervised Classification
2140
weka.Bagging_RandomTree(9)
2925
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1
K
0
1725
M
1.0
1725
V
0.001
1725
S
1
1725
P
100
2140
S
1
2140
num-slots
1
2140
I
10
2140
W
weka.classifiers.trees.RandomTree
2140
study_70
weka
weka_3.7.13
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
1995263
description
https://api.openml.org/data/download/1995263/weka_generated_run8449440923396850373.xml
-1
1995265
model_readable
https://api.openml.org/data/download/1995265/WekaModel_weka.classifiers.meta.Bagging8238186708855460322.model
-1
1995264
model_serialized
https://api.openml.org/data/download/1995264/WekaSerialized_weka.classifiers.meta.Bagging260014376762860255.model
-1
1995266
predictions
https://api.openml.org/data/download/1995266/weka_generated_predictions4785897710770633211.arff
area_under_roc_curve
0.968862 [0.999947,0.939512,0.989956,0.976096,0.957872,0.982254,0.925425,0.98841,0.995969,0.933182]
average_cost
0
f_measure
0.807378 [0.987593,0.74092,0.916667,0.846535,0.783715,0.872449,0.572816,0.881356,0.949749,0.521978]
kappa
0.788333
kb_relative_information_score
1488.131948
mean_absolute_error
0.073
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
0.806931 [0.980296,0.71831,0.899038,0.838235,0.797927,0.890625,0.556604,0.85446,0.954545,0.579268]
predictive_accuracy
0.8095
prior_entropy
3.321928
recall
0.8095 [0.995,0.765,0.935,0.855,0.77,0.855,0.59,0.91,0.945,0.475]
relative_absolute_error
0.405556
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.175186
root_relative_squared_error
0.583952
scimark_benchmark
1508.574726 [766.362312152618, 1037.950432164898, 517.7154404562526, 1365.3332790798634, 3855.5121640315224]
total_cost
0
usercpu_time_millis
270
usercpu_time_millis_testing
10
usercpu_time_millis_training
260
area_under_roc_curve
0.966639 [1,0.939167,0.99375,0.964583,0.963889,0.999167,0.849583,0.998056,0.999444,0.95875]
area_under_roc_curve
0.964597 [1,0.963333,0.992778,0.953611,0.936806,0.929306,0.933472,0.988611,0.995,0.953056]
area_under_roc_curve
0.962569 [0.999306,0.930833,0.999583,0.978333,0.973472,0.979306,0.891111,0.964028,1,0.909722]
area_under_roc_curve
0.978278 [1,0.956944,0.993333,0.995417,0.994861,0.989583,0.95,0.992917,0.999583,0.910139]
area_under_roc_curve
0.965833 [1,0.964167,0.9925,0.955139,0.92125,0.988611,0.932639,0.992917,1,0.911111]
area_under_roc_curve
0.969056 [1,0.939167,0.999861,0.977917,0.947083,0.987361,0.902361,0.992778,0.999722,0.944306]
area_under_roc_curve
0.968958 [1,0.926528,0.963194,0.992778,0.971111,0.987917,0.961528,0.987361,0.998194,0.900972]
area_under_roc_curve
0.979403 [1,0.962778,0.999444,0.997639,0.958056,0.995833,0.9325,0.9925,0.999444,0.955833]
area_under_roc_curve
0.970472 [1,0.894583,0.997222,0.991389,0.983194,0.961667,0.947917,0.994167,1,0.934583]
area_under_roc_curve
0.963667 [1,0.911111,0.9675,0.959167,0.939444,0.999167,0.953472,0.988333,0.96875,0.949722]
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
0.79929 [0.974359,0.755556,0.780488,0.818182,0.9,0.947368,0.461538,0.918919,0.95,0.486486]
f_measure
0.788811 [1,0.75,0.926829,0.820513,0.684211,0.809524,0.486486,0.878049,0.974359,0.55814]
f_measure
0.792473 [0.97561,0.666667,0.95,0.75,0.790698,0.842105,0.514286,0.85,1,0.585366]
f_measure
0.823292 [1,0.871795,0.974359,0.888889,0.869565,0.918919,0.511628,0.894737,1,0.30303]
f_measure
0.762726 [1,0.731707,0.926829,0.837209,0.685714,0.756757,0.5,0.883721,0.952381,0.352941]
f_measure
0.82599 [0.952381,0.829268,0.952381,0.871795,0.736842,0.85,0.651163,0.904762,0.923077,0.588235]
f_measure
0.810794 [1,0.682927,0.894737,0.878049,0.769231,0.829268,0.755556,0.790698,0.926829,0.580645]
f_measure
0.84952 [1,0.697674,0.97561,0.923077,0.789474,0.947368,0.711111,0.909091,0.894737,0.647059]
f_measure
0.807128 [1,0.756757,0.904762,0.871795,0.809524,0.85,0.473684,0.904762,1,0.5]
f_measure
0.803623 [0.97561,0.681818,0.883721,0.8,0.764706,0.97561,0.604651,0.883721,0.871795,0.594595]
kappa
0.777778
kappa
0.766667
kappa
0.772222
kappa
0.811111
kappa
0.744444
kappa
0.811111
kappa
0.794444
kappa
0.833333
kappa
0.788889
kappa
0.783333
kb_relative_information_score
148.521022
kb_relative_information_score
148.23052
kb_relative_information_score
144.045625
kb_relative_information_score
149.978579
kb_relative_information_score
146.11598
kb_relative_information_score
149.906238
kb_relative_information_score
148.00521
kb_relative_information_score
154.463112
kb_relative_information_score
150.887263
kb_relative_information_score
147.978398
mean_absolute_error
0.0745
mean_absolute_error
0.0719
mean_absolute_error
0.0773
mean_absolute_error
0.0734
mean_absolute_error
0.076
mean_absolute_error
0.0727
mean_absolute_error
0.0723
mean_absolute_error
0.0678
mean_absolute_error
0.0708
mean_absolute_error
0.0733
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
0.8045 [1,0.68,0.761905,0.75,0.9,1,0.473684,1,0.95,0.529412]
precision
0.790011 [1,0.75,0.904762,0.842105,0.722222,0.772727,0.529412,0.857143,1,0.521739]
precision
0.793819 [0.952381,0.636364,0.95,0.75,0.73913,0.888889,0.6,0.85,1,0.571429]
precision
0.827129 [1,0.894737,1,0.8,0.769231,1,0.478261,0.944444,1,0.384615]
precision
0.764727 [1,0.714286,0.904762,0.782609,0.8,0.823529,0.458333,0.826087,0.909091,0.428571]
precision
0.828421 [0.909091,0.809524,0.909091,0.894737,0.777778,0.85,0.608696,0.863636,0.947368,0.714286]
precision
0.820933 [1,0.666667,0.944444,0.857143,0.789474,0.809524,0.68,0.73913,0.904762,0.818182]
precision
0.858875 [1,0.652174,0.952381,0.947368,0.833333,1,0.64,0.833333,0.944444,0.785714]
precision
0.806827 [1,0.823529,0.863636,0.894737,0.772727,0.85,0.5,0.863636,1,0.5]
precision
0.815085 [0.952381,0.625,0.826087,0.933333,0.928571,0.952381,0.565217,0.826087,0.894737,0.647059]
predictive_accuracy
0.8
predictive_accuracy
0.79
predictive_accuracy
0.795
predictive_accuracy
0.83
predictive_accuracy
0.77
predictive_accuracy
0.83
predictive_accuracy
0.815
predictive_accuracy
0.85
predictive_accuracy
0.81
predictive_accuracy
0.805
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
0.8 [0.95,0.85,0.8,0.9,0.9,0.9,0.45,0.85,0.95,0.45]
recall
0.79 [1,0.75,0.95,0.8,0.65,0.85,0.45,0.9,0.95,0.6]
recall
0.795 [1,0.7,0.95,0.75,0.85,0.8,0.45,0.85,1,0.6]
recall
0.83 [1,0.85,0.95,1,1,0.85,0.55,0.85,1,0.25]
recall
0.77 [1,0.75,0.95,0.9,0.6,0.7,0.55,0.95,1,0.3]
recall
0.83 [1,0.85,1,0.85,0.7,0.85,0.7,0.95,0.9,0.5]
recall
0.815 [1,0.7,0.85,0.9,0.75,0.85,0.85,0.85,0.95,0.45]
recall
0.85 [1,0.75,1,0.9,0.75,0.9,0.8,1,0.85,0.55]
recall
0.81 [1,0.7,0.95,0.85,0.85,0.85,0.45,0.95,1,0.5]
recall
0.805 [1,0.75,0.95,0.7,0.65,1,0.65,0.95,0.85,0.55]
relative_absolute_error
0.413889
relative_absolute_error
0.399444
relative_absolute_error
0.429444
relative_absolute_error
0.407778
relative_absolute_error
0.422222
relative_absolute_error
0.403889
relative_absolute_error
0.401667
relative_absolute_error
0.376667
relative_absolute_error
0.393333
relative_absolute_error
0.407222
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
0.175898
root_mean_squared_error
0.17936
root_mean_squared_error
0.181301
root_mean_squared_error
0.169706
root_mean_squared_error
0.180222
root_mean_squared_error
0.173551
root_mean_squared_error
0.176238
root_mean_squared_error
0.165892
root_mean_squared_error
0.171785
root_mean_squared_error
0.177285
root_relative_squared_error
0.586326
root_relative_squared_error
0.597867
root_relative_squared_error
0.604336
root_relative_squared_error
0.565685
root_relative_squared_error
0.60074
root_relative_squared_error
0.578504
root_relative_squared_error
0.587462
root_relative_squared_error
0.552972
root_relative_squared_error
0.572616
root_relative_squared_error
0.59095
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
450
usercpu_time_millis
350
usercpu_time_millis
230
usercpu_time_millis
240
usercpu_time_millis
190
usercpu_time_millis
220
usercpu_time_millis
230
usercpu_time_millis
260
usercpu_time_millis
250
usercpu_time_millis
270
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_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_training
440
usercpu_time_millis_training
350
usercpu_time_millis_training
230
usercpu_time_millis_training
240
usercpu_time_millis_training
190
usercpu_time_millis_training
220
usercpu_time_millis_training
230
usercpu_time_millis_training
260
usercpu_time_millis_training
250
usercpu_time_millis_training
260