444622
2
Joaquin Vanschoren
2065
Supervised Classification
predictive_accuracy
1185
weka.Bagging_REPTree(8)
2032
weka.classifiers.meta.Bagging -- -P 100 -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
1077
V
0.001
1077
N
3
1077
S
1
1077
L
-1
1077
I
0.0
1077
P
100
1185
S
1
1185
num-slots
1
1185
I
10
1185
W
weka.classifiers.trees.REPTree
1185
study_1
weka
weka_3.7.12
171
primary-tumor
https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff
-1
1557150
description
https://api.openml.org/data/download/1557150/weka_generated_run6093205999865514086.xml
-1
1557153
model_readable
https://api.openml.org/data/download/1557153/WekaModel_weka.classifiers.meta.Bagging6301609364670731838.model
-1
1557152
model_serialized
https://api.openml.org/data/download/1557152/WekaSerialized_weka.classifiers.meta.Bagging6497697757464818207.model
-1
1557151
predictions
https://api.openml.org/data/download/1557151/weka_generated_predictions911455121006797856.arff
area_under_roc_curve
0.789204 [0.819958,0.986677,0.74899,0.791429,0.688761,0.418639,0.656374,0.595095,0.0,0.988131,0.695051,0.887384,0.376721,0.703307,0.531157,0.37574,0.912006,0.938543,0.657658,0.65727,0.35503,0.938558]
average_cost
0
f_measure
0.367304 [0.554545,0.791667,0,0.32,0.184615,0,0,0,0,0,0.181818,0.325581,0,0.210526,0,0,0,0.575342,0,0,0,0.765957]
kappa
0.329645
kb_relative_information_score
109.901907
mean_absolute_error
0.065027
mean_prior_absolute_error
0.081209
number_of_instances
339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.342087 [0.448529,0.678571,0,0.363636,0.230769,0,0,0,0,0,0.25,0.259259,0,0.285714,0,0,0,0.477273,0,0,0,0.782609]
predictive_accuracy
0.424779
prior_entropy
3.754223
recall
0.424779 [0.72619,0.95,0,0.285714,0.153846,0,0,0,0,0,0.142857,0.4375,0,0.166667,0,0,0,0.724138,0,0,0,0.75]
relative_absolute_error
0.800739
root_mean_prior_squared_error
0.201084
root_mean_squared_error
0.180859
root_relative_squared_error
0.899422
scimark_benchmark
941.499111 [553.7271705372895, 1011.2595505536781, 481.71462303608115, 911.4882009958203, 1749.3060121829703]
total_cost
0
usercpu_time_millis
30
usercpu_time_millis_testing
0
usercpu_time_millis_training
30
area_under_roc_curve
0.844222 [0.865385,1,0.727273,0.625,0.829167,0.0,0.969697,0.0,0.0,1,0.806452,0.984375,0.393939,0.40625,0.0,0.0,0.954545,0.989247,0.0,0.0,0.0,1]
area_under_roc_curve
0.82406 [0.865385,1,0.545455,1,0.625,0.0,0.666667,0.0,0.0,1,0.623656,0.969697,0.424242,0.671875,0.0,0.0,1,0.924731,0.0,1,0.0,1]
area_under_roc_curve
0.662731 [0.512019,1,0.848485,0.484375,0.658333,0.0,0.106061,0.121212,0.0,0.0,0.6875,0.954545,0.166667,0.90625,0.0,0.5,0.939394,0.892473,0.0,0.333333,0.0,1]
area_under_roc_curve
0.797737 [0.826923,0.921875,0.484848,0.890625,0.6375,0.5,0.378788,0.818182,0.0,0.0,0.9375,0.939394,0.651515,0.648438,0.727273,0.0,0.757576,0.967742,0.0,0.0,0.0,1]
area_under_roc_curve
0.824215 [0.857778,1,0.787879,1,0.741667,0.0,0.787879,0.575758,0.0,0.0,0.634409,1,0.19697,0.984375,0.742424,0.0,0.969697,0.946237,0.909091,0.0,0.0,0.828125]
area_under_roc_curve
0.819059 [0.72,0.984375,0.878788,0.69697,0.85,0.0,0.78125,1,0.0,0.0,0.72043,0.875,0.0,0.78125,0.0,0.0,0.969697,0.897849,0.833333,0.0,0.0,0.945312]
area_under_roc_curve
0.822757 [0.826667,1,0.939394,0.939394,0.822581,0.0,0.828125,1,0.0,0.0,0.419355,0.96875,0.0,0.72043,0.0,0.0,0.848485,0.973118,1,0.0,0.0,0.703125]
area_under_roc_curve
0.807415 [0.88,1,0.0,0.969697,0.716667,0.0,0.773438,0.19697,0.0,0.0,0.935484,0.609375,0.0,0.629032,0.0,0.0,0.954545,0.967742,0.181818,0.0,0.0,1]
area_under_roc_curve
0.790704 [0.879808,1,0.893939,1,0.575,0.0,0.71875,0.0,0.0,0.0,0.591398,0.835938,0.409091,0.827957,0.0,0.0,0.863636,0.984375,0.636364,0.0,0.5,0.953125]
area_under_roc_curve
0.797449 [0.935,1,0.78125,0.75,0.525862,0.0,0.46875,0.0,0.0,0.0,0.744444,0.967742,0.484375,0.522222,0.0,0.0,0.90625,0.983333,0.65625,0.0,0.0,1]
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
0.362901 [0.518519,0.8,0,0,0.285714,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,0.8]
f_measure
0.363458 [0.636364,0.8,0,0.666667,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.333333,0,0,0,1]
f_measure
0.189076 [0.285714,0.571429,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1]
f_measure
0.406863 [0.666667,0.666667,0,0.666667,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0.5,0,0,0,1]
f_measure
0.366234 [0.545455,0.8,0,0,0.285714,0,0,0,0,0,0,1,0,0.5,0,0,0,0.666667,0,0,0,0.4]
f_measure
0.318002 [0.48,0.5,0,0,0.444444,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.571429,0,0,0,0.666667]
f_measure
0.395378 [0.571429,1,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.6,0,0,0,0.666667]
f_measure
0.40508 [0.608696,1,0,0.666667,0.4,0,0,0,0,0,0,0.222222,0,0,0,0,0,0.75,0,0,0,0.666667]
f_measure
0.304813 [0.545455,1,0,1,0,0,0,0,0,0,0,0,0,0.285714,0,0,0,0.571429,0,0,0,0.5]
f_measure
0.496305 [0.736842,1,0,0,0,0,0,0,0,0,0.8,0.5,0,0.5,0,0,0,0.75,0,0,0,0.666667]
kappa
0.328482
kappa
0.354
kappa
0.125618
kappa
0.402344
kappa
0.344162
kappa
0.258567
kappa
0.347475
kappa
0.379939
kappa
0.280242
kappa
0.476744
kb_relative_information_score
12.587266
kb_relative_information_score
12.74526
kb_relative_information_score
7.118564
kb_relative_information_score
10.141606
kb_relative_information_score
11.446495
kb_relative_information_score
10.030896
kb_relative_information_score
11.985053
kb_relative_information_score
11.527587
kb_relative_information_score
9.95412
kb_relative_information_score
12.36506
mean_absolute_error
0.063271
mean_absolute_error
0.064683
mean_absolute_error
0.07355
mean_absolute_error
0.06633
mean_absolute_error
0.063258
mean_absolute_error
0.067149
mean_absolute_error
0.064289
mean_absolute_error
0.062996
mean_absolute_error
0.065715
mean_absolute_error
0.05885
mean_prior_absolute_error
0.081317
mean_prior_absolute_error
0.081421
mean_prior_absolute_error
0.081592
mean_prior_absolute_error
0.081592
mean_prior_absolute_error
0.081006
mean_prior_absolute_error
0.080851
mean_prior_absolute_error
0.080962
mean_prior_absolute_error
0.08074
mean_prior_absolute_error
0.081495
mean_prior_absolute_error
0.081111
number_of_instances
34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3]
number_of_instances
34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3]
number_of_instances
34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3]
number_of_instances
34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3]
number_of_instances
34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2]
number_of_instances
34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2]
number_of_instances
33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2]
precision
0.356295 [0.368421,0.666667,0,0,0.333333,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,1]
precision
0.339216 [0.5,0.666667,0,1,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0.333333,0,0,0,1]
precision
0.166063 [0.230769,0.4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1]
precision
0.382353 [0.6,0.5,0,1,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.4,0,0,0,1]
precision
0.323152 [0.461538,0.666667,0,0,0.333333,0,0,0,0,0,0,1,0,0.5,0,0,0,0.5,0,0,0,0.333333]
precision
0.293382 [0.375,0.5,0,0,0.4,0,0,0,0,0,0,0.25,0,0,0,0,0,0.5,0,0,0,1]
precision
0.420168 [0.5,1,0,0,0.333333,0,0,0,0,0,0,0.25,0,1,0,0,0,0.428571,0,0,0,1]
precision
0.443697 [0.5,1,0,0.5,1,0,0,0,0,0,0,0.142857,0,0,0,0,0,0.6,0,0,0,1]
precision
0.264076 [0.428571,1,0,1,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0.4,0,0,0,0.5]
precision
0.511846 [0.636364,1,0,0,0,0,0,0,0,0,1,0.5,0,1,0,0,0,0.6,0,0,0,0.5]
predictive_accuracy
0.441176
predictive_accuracy
0.441176
predictive_accuracy
0.235294
predictive_accuracy
0.470588
predictive_accuracy
0.441176
predictive_accuracy
0.382353
predictive_accuracy
0.441176
predictive_accuracy
0.470588
predictive_accuracy
0.382353
predictive_accuracy
0.545455
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
recall
0.441176 [0.875,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.666667]
recall
0.441176 [0.875,1,0,0.5,0,0,0,0,0,0,0,1,0,0,0,0,0,0.333333,0,0,0,1]
recall
0.235294 [0.375,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1]
recall
0.470588 [0.75,1,0,0.5,0,0,0,0,0,0,1,0,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [0.666667,1,0,0,0.25,0,0,0,0,0,0,1,0,0.5,0,0,0,1,0,0,0,0.5]
recall
0.382353 [0.666667,0.5,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.5]
recall
0.441176 [0.666667,1,0,0,0.333333,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.470588 [0.777778,1,0,1,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,1,0,0,0,0.5]
recall
0.382353 [0.75,1,0,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.545455 [0.875,1,0,0,0,0,0,0,0,0,0.666667,0.5,0,0.333333,0,0,0,1,0,0,0,1]
relative_absolute_error
0.778073
relative_absolute_error
0.794431
relative_absolute_error
0.901441
relative_absolute_error
0.812947
relative_absolute_error
0.780896
relative_absolute_error
0.830529
relative_absolute_error
0.794065
relative_absolute_error
0.78023
relative_absolute_error
0.806362
relative_absolute_error
0.725552
root_mean_prior_squared_error
0.201354
root_mean_prior_squared_error
0.201611
root_mean_prior_squared_error
0.202033
root_mean_prior_squared_error
0.202033
root_mean_prior_squared_error
0.20058
root_mean_prior_squared_error
0.200192
root_mean_prior_squared_error
0.200469
root_mean_prior_squared_error
0.199914
root_mean_prior_squared_error
0.201795
root_mean_prior_squared_error
0.20084
root_mean_squared_error
0.173164
root_mean_squared_error
0.179734
root_mean_squared_error
0.199362
root_mean_squared_error
0.183843
root_mean_squared_error
0.175479
root_mean_squared_error
0.186843
root_mean_squared_error
0.178471
root_mean_squared_error
0.174642
root_mean_squared_error
0.183818
root_mean_squared_error
0.171244
root_relative_squared_error
0.859999
root_relative_squared_error
0.891487
root_relative_squared_error
0.98678
root_relative_squared_error
0.909964
root_relative_squared_error
0.874857
root_relative_squared_error
0.933321
root_relative_squared_error
0.890268
root_relative_squared_error
0.873588
root_relative_squared_error
0.910915
root_relative_squared_error
0.852638
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
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
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
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30