32634
2
Joaquin Vanschoren
3797
Supervised Classification
predictive_accuracy
523
weka.Bagging_J48(2)
771
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
I
160
523
P
100
523
S
1
523
W
weka.classifiers.trees.J48
523
num-slots
1
523
C
0.25
365
M
2
365
934
socmob
https://www.openml.org/data/download/53468/socmob.arff
-1
81271
description
https://api.openml.org/data/download/81271/weka_generated_run3742322157772987541.xml
-1
81274
model_readable
https://api.openml.org/data/download/81274/WekaModel_weka.classifiers.meta.Bagging3482130664993862798.model
-1
81273
model_serialized
https://api.openml.org/data/download/81273/WekaSerialized_weka.classifiers.meta.Bagging2571620233620472384.model
-1
81272
predictions
https://api.openml.org/data/download/81272/weka_generated_predictions9000567865012023490.arff
area_under_roc_curve
0.973216 [0.973216,0.973216]
average_cost
0
build_cpu_time
0.263648
build_memory
998956810.33218
f_measure
0.940753 [0.962431,0.864542]
kappa
0.826992
kb_relative_information_score
827.148645
mean_absolute_error
0.101315
mean_prior_absolute_error
0.345091
number_of_instances
1156 [900,256]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.940527 [0.957143,0.882114]
predictive_accuracy
0.941176
prior_entropy
0.763684
recall
0.941176 [0.967778,0.847656]
relative_absolute_error
0.29359
root_mean_prior_squared_error
0.415225
root_mean_squared_error
0.217551
root_relative_squared_error
0.523935
scimark_benchmark
945.614865 [559.9488393771786, 1011.5249537742577, 482.36378704342826, 907.3866581455474, 1766.8500850997275]
total_cost
0
area_under_roc_curve
0.988889 [0.988889,0.988889]
area_under_roc_curve
0.962607 [0.962607,0.962607]
area_under_roc_curve
0.953846 [0.953846,0.953846]
area_under_roc_curve
0.976496 [0.976496,0.976496]
area_under_roc_curve
0.974359 [0.974359,0.974359]
area_under_roc_curve
0.987179 [0.987179,0.987179]
area_under_roc_curve
0.988667 [0.988667,0.988667]
area_under_roc_curve
0.966 [0.966,0.966]
area_under_roc_curve
0.992444 [0.992444,0.992444]
area_under_roc_curve
0.977556 [0.977556,0.977556]
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
0.373
build_cpu_time
0.373
build_cpu_time
0.291
build_cpu_time
0.291
build_cpu_time
0.21
build_cpu_time
0.214
build_cpu_time
0.222
build_cpu_time
0.22
build_cpu_time
0.224
build_cpu_time
0.217
build_memory
1294982088
build_memory
1411590488
build_memory
1528218704
build_memory
490894336
build_memory
603420832
build_memory
715947336
build_memory
828481240
build_memory
941006752
build_memory
1031028912
build_memory
1143551216
f_measure
0.948943 [0.966292,0.888889]
f_measure
0.914905 [0.94382,0.814815]
f_measure
0.965017 [0.978022,0.92]
f_measure
0.93923 [0.961326,0.862745]
f_measure
0.913793 [0.944444,0.807692]
f_measure
0.965017 [0.978022,0.92]
f_measure
0.947826 [0.966667,0.88]
f_measure
0.936571 [0.962162,0.844444]
f_measure
0.947826 [0.966667,0.88]
f_measure
0.928166 [0.956522,0.826087]
kappa
0.855241
kappa
0.758735
kappa
0.898067
kappa
0.82409
kappa
0.752137
kappa
0.898067
kappa
0.846667
kappa
0.807186
kappa
0.846667
kappa
0.783019
kb_relative_information_score
86.408426
kb_relative_information_score
78.694054
kb_relative_information_score
89.544063
kb_relative_information_score
79.33697
kb_relative_information_score
77.461164
kb_relative_information_score
85.639623
kb_relative_information_score
86.207436
kb_relative_information_score
80.901714
kb_relative_information_score
85.319286
kb_relative_information_score
77.63591
mean_absolute_error
0.094001
mean_absolute_error
0.11521
mean_absolute_error
0.087307
mean_absolute_error
0.111458
mean_absolute_error
0.112942
mean_absolute_error
0.099697
mean_absolute_error
0.089006
mean_absolute_error
0.10112
mean_absolute_error
0.09223
mean_absolute_error
0.110071
mean_prior_absolute_error
0.346584
mean_prior_absolute_error
0.346584
mean_prior_absolute_error
0.346584
mean_prior_absolute_error
0.346584
mean_prior_absolute_error
0.346584
mean_prior_absolute_error
0.346584
mean_prior_absolute_error
0.342832
mean_prior_absolute_error
0.342832
mean_prior_absolute_error
0.342832
mean_prior_absolute_error
0.342832
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
115 [90,25]
number_of_instances
115 [90,25]
number_of_instances
115 [90,25]
number_of_instances
115 [90,25]
precision
0.950347 [0.977273,0.857143]
precision
0.916704 [0.954545,0.785714]
precision
0.965361 [0.967391,0.958333]
precision
0.939 [0.956044,0.88]
precision
0.913793 [0.944444,0.807692]
precision
0.965361 [0.967391,0.958333]
precision
0.947826 [0.966667,0.88]
precision
0.939703 [0.936842,0.95]
precision
0.947826 [0.966667,0.88]
precision
0.929342 [0.93617,0.904762]
predictive_accuracy
0.948276
predictive_accuracy
0.913793
predictive_accuracy
0.965517
predictive_accuracy
0.939655
predictive_accuracy
0.913793
predictive_accuracy
0.965517
predictive_accuracy
0.947826
predictive_accuracy
0.93913
predictive_accuracy
0.947826
predictive_accuracy
0.930435
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
prior_entropy
0.763684
recall
0.948276 [0.955556,0.923077]
recall
0.913793 [0.933333,0.846154]
recall
0.965517 [0.988889,0.884615]
recall
0.939655 [0.966667,0.846154]
recall
0.913793 [0.944444,0.807692]
recall
0.965517 [0.988889,0.884615]
recall
0.947826 [0.966667,0.88]
recall
0.93913 [0.988889,0.76]
recall
0.947826 [0.966667,0.88]
recall
0.930435 [0.977778,0.76]
relative_absolute_error
0.271221
relative_absolute_error
0.332415
relative_absolute_error
0.251908
relative_absolute_error
0.32159
relative_absolute_error
0.325872
relative_absolute_error
0.287655
relative_absolute_error
0.25962
relative_absolute_error
0.294955
relative_absolute_error
0.269024
relative_absolute_error
0.321064
root_mean_prior_squared_error
0.417019
root_mean_prior_squared_error
0.417019
root_mean_prior_squared_error
0.417019
root_mean_prior_squared_error
0.417019
root_mean_prior_squared_error
0.417019
root_mean_prior_squared_error
0.417019
root_mean_prior_squared_error
0.412496
root_mean_prior_squared_error
0.412496
root_mean_prior_squared_error
0.412496
root_mean_prior_squared_error
0.412496
root_mean_squared_error
0.192322
root_mean_squared_error
0.24588
root_mean_squared_error
0.195134
root_mean_squared_error
0.2376
root_mean_squared_error
0.250916
root_mean_squared_error
0.199577
root_mean_squared_error
0.185902
root_mean_squared_error
0.221588
root_mean_squared_error
0.195966
root_mean_squared_error
0.237405
root_relative_squared_error
0.461184
root_relative_squared_error
0.589612
root_relative_squared_error
0.467926
root_relative_squared_error
0.569758
root_relative_squared_error
0.601689
root_relative_squared_error
0.47858
root_relative_squared_error
0.450677
root_relative_squared_error
0.537188
root_relative_squared_error
0.475074
root_relative_squared_error
0.575533
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