82443
2
Joaquin Vanschoren
3549
Supervised Classification
378
weka.Bagging_REPTree(3)
820
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
80
378
P
100
378
S
1
378
W
weka.classifiers.trees.REPTree
378
num-slots
1
378
I
0.0
379
L
-1
379
M
2
379
N
3
379
S
1
379
V
0.001
379
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
243721
description
https://api.openml.org/data/download/243721/weka_generated_run1580258166134068558.xml
-1
243724
model_readable
https://api.openml.org/data/download/243724/WekaModel_weka.classifiers.meta.Bagging1348879948750421396.model
-1
243723
model_serialized
https://api.openml.org/data/download/243723/WekaSerialized_weka.classifiers.meta.Bagging52645821965823885.model
-1
243722
predictions
https://api.openml.org/data/download/243722/weka_generated_predictions5859392069199724242.arff
area_under_roc_curve
0.995073 [0.996562,0.995484,0.980719,0.996201]
average_cost
0
build_cpu_time
1.815054
build_memory
698323003.29132
f_measure
0.953585 [0.955975,0.961214,0.934579,0.942197]
kappa
0.932437
kb_relative_information_score
748.200129
mean_absolute_error
0.051253
mean_prior_absolute_error
0.343874
number_of_instances
841 [317,296,55,173]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.953649 [0.952978,0.959596,0.961538,0.942197]
predictive_accuracy
0.953627
prior_entropy
1.78975
recall
0.953627 [0.958991,0.962838,0.909091,0.942197]
relative_absolute_error
0.149045
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.133605
root_relative_squared_error
0.322278
scimark_benchmark
938.257578 [557.9784646327125, 988.4355182753967, 475.31730592400976, 911.8052173913044, 1757.751385454742]
total_cost
0
area_under_roc_curve
0.994082 [0.997642,0.992121,1,0.988754]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.999187 [0.998798,1,1,0.998244]
area_under_roc_curve
0.992269 [0.986779,0.994444,1,0.996488]
area_under_roc_curve
0.997944 [1,0.998765,0.98481,0.996488]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.997162 [0.996995,0.995611,1,0.999122]
area_under_roc_curve
0.980603 [0.993914,0.978997,0.866453,0.998316]
area_under_roc_curve
0.997309 [0.99574,0.999373,1,0.995791]
area_under_roc_curve
0.995855 [0.997565,0.996865,1,0.989899]
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
build_cpu_time
2.028
build_cpu_time
2.082
build_cpu_time
1.762
build_cpu_time
1.721
build_cpu_time
1.763
build_cpu_time
1.776
build_cpu_time
1.772
build_cpu_time
1.711
build_cpu_time
1.778
build_cpu_time
1.755
build_memory
516125736
build_memory
1064763152
build_memory
516552744
build_memory
1001692984
build_memory
447343528
build_memory
958346360
build_memory
393559840
build_memory
905402672
build_memory
332958072
build_memory
848653960
f_measure
0.941859 [0.967742,0.95082,0.909091,0.888889]
f_measure
0.988006 [0.984615,1,1,0.969697]
f_measure
0.963722 [0.96875,0.983607,0.888889,0.941176]
f_measure
0.916905 [0.90625,0.949153,0.909091,0.882353]
f_measure
0.963805 [0.969697,0.966667,0.888889,0.969697]
f_measure
0.976141 [0.969697,0.965517,1,1]
f_measure
0.964374 [0.967742,0.949153,1,0.971429]
f_measure
0.926817 [0.933333,0.933333,0.8,0.947368]
f_measure
0.916914 [0.909091,0.945455,0.923077,0.882353]
f_measure
0.97632 [0.983607,0.966667,1,0.971429]
kappa
0.914693
kappa
0.982511
kappa
0.947423
kappa
0.878588
kappa
0.947236
kappa
0.965102
kappa
0.948403
kappa
0.896594
kappa
0.879681
kappa
0.965609
kb_relative_information_score
73.882354
kb_relative_information_score
76.235374
kb_relative_information_score
75.552569
kb_relative_information_score
71.953653
kb_relative_information_score
74.710248
kb_relative_information_score
75.524954
kb_relative_information_score
75.901064
kb_relative_information_score
73.259761
kb_relative_information_score
74.975333
kb_relative_information_score
76.204818
mean_absolute_error
0.062814
mean_absolute_error
0.042154
mean_absolute_error
0.043567
mean_absolute_error
0.061508
mean_absolute_error
0.042023
mean_absolute_error
0.046192
mean_absolute_error
0.050098
mean_absolute_error
0.059366
mean_absolute_error
0.054494
mean_absolute_error
0.050175
mean_prior_absolute_error
0.344205
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.344442
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
precision
0.945651 [1,0.935484,1,0.842105]
precision
0.988456 [0.969697,1,1,1]
precision
0.96467 [0.96875,0.967742,1,0.941176]
precision
0.91824 [0.90625,0.965517,0.833333,0.882353]
precision
0.965686 [0.941176,0.966667,1,1]
precision
0.977591 [0.941176,1,1,1]
precision
0.965741 [1,0.933333,1,0.944444]
precision
0.932436 [0.965517,0.903226,1,0.9]
precision
0.923682 [0.857143,1,0.857143,0.9375]
precision
0.977727 [1,0.935484,1,1]
predictive_accuracy
0.941176
predictive_accuracy
0.988095
predictive_accuracy
0.964286
predictive_accuracy
0.916667
predictive_accuracy
0.964286
predictive_accuracy
0.97619
predictive_accuracy
0.964286
predictive_accuracy
0.928571
predictive_accuracy
0.916667
predictive_accuracy
0.97619
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
recall
0.941176 [0.9375,0.966667,0.833333,0.941176]
recall
0.988095 [1,1,1,0.941176]
recall
0.964286 [0.96875,1,0.8,0.941176]
recall
0.916667 [0.90625,0.933333,1,0.882353]
recall
0.964286 [1,0.966667,0.8,0.941176]
recall
0.97619 [1,0.933333,1,1]
recall
0.964286 [0.9375,0.965517,1,1]
recall
0.928571 [0.903226,0.965517,0.666667,1]
recall
0.916667 [0.967742,0.896552,1,0.833333]
recall
0.97619 [0.967742,1,1,0.944444]
relative_absolute_error
0.182491
relative_absolute_error
0.122991
relative_absolute_error
0.127113
relative_absolute_error
0.179457
relative_absolute_error
0.122607
relative_absolute_error
0.13477
relative_absolute_error
0.145447
relative_absolute_error
0.171849
relative_absolute_error
0.157744
relative_absolute_error
0.145242
root_mean_prior_squared_error
0.414963
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.415248
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_squared_error
0.15636
root_mean_squared_error
0.098826
root_mean_squared_error
0.111659
root_mean_squared_error
0.16079
root_mean_squared_error
0.119973
root_mean_squared_error
0.108324
root_mean_squared_error
0.130306
root_mean_squared_error
0.161925
root_mean_squared_error
0.142913
root_mean_squared_error
0.127029
root_relative_squared_error
0.376806
root_relative_squared_error
0.239172
root_relative_squared_error
0.270229
root_relative_squared_error
0.389134
root_relative_squared_error
0.290351
root_relative_squared_error
0.262158
root_relative_squared_error
0.313803
root_relative_squared_error
0.388806
root_relative_squared_error
0.343155
root_relative_squared_error
0.305015
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