293806
2
Joaquin Vanschoren
1776
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
weka
weka_3.7.12
12
mfeat-factors
https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff
-1
991391
description
https://api.openml.org/data/download/991391/weka_generated_run6290633501536364107.xml
-1
991394
model_readable
https://api.openml.org/data/download/991394/WekaModel_weka.classifiers.meta.Bagging1410046416710213409.model
-1
991393
model_serialized
https://api.openml.org/data/download/991393/WekaSerialized_weka.classifiers.meta.Bagging3592387605062557605.model
-1
991392
predictions
https://api.openml.org/data/download/991392/weka_generated_predictions2479375673675427666.arff
area_under_roc_curve
0.993695 [0.994537,0.991882,0.997694,0.988496,0.996323,0.98588,0.997127,0.996978,0.993651,0.994382]
average_cost
0
f_measure
0.918524 [0.956566,0.899155,0.946054,0.887538,0.931228,0.880964,0.937685,0.930535,0.913495,0.902019]
kappa
0.909444
kb_relative_information_score
8569.805372
mean_absolute_error
0.044122
mean_prior_absolute_error
0.18
number_of_instances
10000 [1000,1000,1000,1000,1000,1000,1000,1000,1000,1000]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.918763 [0.966327,0.893386,0.94511,0.899384,0.949117,0.884965,0.927593,0.93007,0.903226,0.888458]
predictive_accuracy
0.9185
prior_entropy
3.321928
recall
0.9185 [0.947,0.905,0.947,0.876,0.914,0.877,0.948,0.931,0.924,0.916]
relative_absolute_error
0.24512
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.122379
root_relative_squared_error
0.407931
scimark_benchmark
1312.058135 [793.1971553829371, 994.3008483142872, 541.2005249739856, 1111.7217792496772, 3119.8703653120433]
total_cost
0
usercpu_time_millis
2500
usercpu_time_millis_testing
0
usercpu_time_millis_training
2500
area_under_roc_curve
0.991569 [0.983878,0.987289,0.997433,0.985839,0.999022,0.989339,0.997506,0.995144,0.985856,0.994389]
area_under_roc_curve
0.995092 [0.989794,0.997411,0.999589,0.984556,0.998278,0.991572,0.995439,0.999433,0.998322,0.996522]
area_under_roc_curve
0.996837 [0.997406,0.995944,0.999356,0.992661,0.999289,0.993522,0.999489,0.997367,0.996761,0.996578]
area_under_roc_curve
0.993696 [0.994661,0.99135,0.999689,0.993189,0.990189,0.985283,0.995589,0.998128,0.994567,0.994311]
area_under_roc_curve
0.993811 [0.996761,0.989917,0.994939,0.983939,0.994422,0.990328,0.997822,0.997072,0.996167,0.996744]
area_under_roc_curve
0.994966 [0.998361,0.991689,0.997544,0.990956,0.995267,0.994733,0.997506,0.998528,0.992122,0.992956]
area_under_roc_curve
0.99364 [0.994672,0.991833,0.999056,0.993533,0.999206,0.983706,0.996828,0.995411,0.9872,0.994956]
area_under_roc_curve
0.991143 [0.997528,0.98945,0.996617,0.984272,0.99195,0.972989,0.993111,0.995378,0.9968,0.993339]
area_under_roc_curve
0.994561 [0.998456,0.997822,0.995144,0.984594,0.999256,0.979794,0.999478,0.998989,0.998422,0.993656]
area_under_roc_curve
0.993958 [0.997861,0.990239,0.997189,0.991367,0.998967,0.980967,0.999011,0.996444,0.995122,0.992411]
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
0.908079 [0.94359,0.906404,0.935961,0.880383,0.93,0.873096,0.900524,0.902564,0.8867,0.921569]
f_measure
0.924772 [0.938776,0.914286,0.960396,0.886486,0.933333,0.902564,0.95,0.956522,0.897196,0.908163]
f_measure
0.932867 [0.97,0.914573,0.955665,0.885417,0.959184,0.90566,0.961165,0.923858,0.929293,0.923858]
f_measure
0.916215 [0.954315,0.897959,0.95,0.911917,0.931937,0.882353,0.921569,0.907317,0.912621,0.892157]
f_measure
0.921026 [0.954774,0.914573,0.964467,0.884422,0.871795,0.91,0.907317,0.954774,0.934673,0.913462]
f_measure
0.914016 [0.956098,0.872549,0.929293,0.89899,0.911917,0.911765,0.912621,0.944724,0.927835,0.874372]
f_measure
0.916712 [0.940594,0.88172,0.956098,0.920792,0.965517,0.839024,0.965174,0.913706,0.893401,0.891089]
f_measure
0.907579 [0.974359,0.898148,0.924623,0.87,0.895833,0.830601,0.921569,0.939394,0.920792,0.900474]
f_measure
0.93492 [0.99,0.912621,0.948454,0.867347,0.953846,0.900524,0.975369,0.950495,0.940594,0.909953]
f_measure
0.907963 [0.942408,0.876289,0.935323,0.87,0.955665,0.85,0.960396,0.910891,0.894231,0.884422]
kappa
0.897778
kappa
0.916667
kappa
0.925556
kappa
0.906667
kappa
0.912222
kappa
0.904444
kappa
0.907778
kappa
0.897778
kappa
0.927778
kappa
0.897778
kb_relative_information_score
853.932487
kb_relative_information_score
869.029184
kb_relative_information_score
864.910859
kb_relative_information_score
858.302937
kb_relative_information_score
860.224398
kb_relative_information_score
857.948267
kb_relative_information_score
847.257837
kb_relative_information_score
844.094889
kb_relative_information_score
865.160712
kb_relative_information_score
848.943802
mean_absolute_error
0.043797
mean_absolute_error
0.041241
mean_absolute_error
0.042858
mean_absolute_error
0.043757
mean_absolute_error
0.043129
mean_absolute_error
0.043969
mean_absolute_error
0.046906
mean_absolute_error
0.046385
mean_absolute_error
0.043224
mean_absolute_error
0.045953
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
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
precision
0.909359 [0.968421,0.893204,0.92233,0.844037,0.93,0.886598,0.945055,0.926316,0.873786,0.903846]
precision
0.927538 [0.958333,0.872727,0.95098,0.964706,0.957895,0.926316,0.95,0.925234,0.842105,0.927083]
precision
0.934019 [0.97,0.919192,0.941748,0.923913,0.979167,0.857143,0.933962,0.938144,0.938776,0.938144]
precision
0.917673 [0.969072,0.916667,0.95,0.946237,0.978022,0.865385,0.903846,0.885714,0.886792,0.875]
precision
0.921613 [0.959596,0.919192,0.979381,0.888889,0.894737,0.91,0.885714,0.959596,0.939394,0.87963]
precision
0.914903 [0.933333,0.855769,0.938776,0.908163,0.946237,0.894231,0.886792,0.949495,0.957447,0.878788]
precision
0.917826 [0.931373,0.953488,0.933333,0.911765,0.951456,0.819048,0.960396,0.927835,0.907216,0.882353]
precision
0.910639 [1,0.836207,0.929293,0.87,0.934783,0.915663,0.903846,0.94898,0.911765,0.855856]
precision
0.936351 [0.99,0.886792,0.978723,0.885417,0.978947,0.945055,0.961165,0.941176,0.931373,0.864865]
precision
0.908865 [0.989011,0.904255,0.930693,0.87,0.941748,0.85,0.95098,0.901961,0.861111,0.888889]
predictive_accuracy
0.908
predictive_accuracy
0.925
predictive_accuracy
0.933
predictive_accuracy
0.916
predictive_accuracy
0.921
predictive_accuracy
0.914
predictive_accuracy
0.917
predictive_accuracy
0.908
predictive_accuracy
0.935
predictive_accuracy
0.908
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
0.908 [0.92,0.92,0.95,0.92,0.93,0.86,0.86,0.88,0.9,0.94]
recall
0.925 [0.92,0.96,0.97,0.82,0.91,0.88,0.95,0.99,0.96,0.89]
recall
0.933 [0.97,0.91,0.97,0.85,0.94,0.96,0.99,0.91,0.92,0.91]
recall
0.916 [0.94,0.88,0.95,0.88,0.89,0.9,0.94,0.93,0.94,0.91]
recall
0.921 [0.95,0.91,0.95,0.88,0.85,0.91,0.93,0.95,0.93,0.95]
recall
0.914 [0.98,0.89,0.92,0.89,0.88,0.93,0.94,0.94,0.9,0.87]
recall
0.917 [0.95,0.82,0.98,0.93,0.98,0.86,0.97,0.9,0.88,0.9]
recall
0.908 [0.95,0.97,0.92,0.87,0.86,0.76,0.94,0.93,0.93,0.95]
recall
0.935 [0.99,0.94,0.92,0.85,0.93,0.86,0.99,0.96,0.95,0.96]
recall
0.908 [0.9,0.85,0.94,0.87,0.97,0.85,0.97,0.92,0.93,0.88]
relative_absolute_error
0.243315
relative_absolute_error
0.229114
relative_absolute_error
0.2381
relative_absolute_error
0.243094
relative_absolute_error
0.239605
relative_absolute_error
0.24427
relative_absolute_error
0.260587
relative_absolute_error
0.257694
relative_absolute_error
0.240131
relative_absolute_error
0.255293
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
0.125474
root_mean_squared_error
0.115988
root_mean_squared_error
0.11699
root_mean_squared_error
0.12161
root_mean_squared_error
0.121307
root_mean_squared_error
0.121891
root_mean_squared_error
0.12724
root_mean_squared_error
0.12992
root_mean_squared_error
0.11727
root_mean_squared_error
0.1253
root_relative_squared_error
0.418246
root_relative_squared_error
0.386627
root_relative_squared_error
0.389965
root_relative_squared_error
0.405368
root_relative_squared_error
0.404358
root_relative_squared_error
0.406302
root_relative_squared_error
0.424132
root_relative_squared_error
0.433068
root_relative_squared_error
0.390902
root_relative_squared_error
0.417667
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
1080
usercpu_time_millis
1110
usercpu_time_millis
1130
usercpu_time_millis
1080
usercpu_time_millis
1130
usercpu_time_millis
1100
usercpu_time_millis
1090
usercpu_time_millis
1090
usercpu_time_millis
1100
usercpu_time_millis
1170
usercpu_time_millis_testing
10
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
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
1070
usercpu_time_millis_training
1110
usercpu_time_millis_training
1130
usercpu_time_millis_training
1080
usercpu_time_millis_training
1120
usercpu_time_millis_training
1100
usercpu_time_millis_training
1090
usercpu_time_millis_training
1090
usercpu_time_millis_training
1100
usercpu_time_millis_training
1170