138489
2
Joaquin Vanschoren
3549
Supervised Classification
422
weka.AdaBoostM1_REPTree(2)
678
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
40
422
P
100
422
S
1
422
W
weka.classifiers.trees.REPTree
422
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
444851
description
https://api.openml.org/data/download/444851/weka_generated_run2702289946289668249.xml
-1
444854
model_readable
https://api.openml.org/data/download/444854/WekaModel_weka.classifiers.meta.AdaBoostM17491418382549043479.model
-1
444853
model_serialized
https://api.openml.org/data/download/444853/WekaSerialized_weka.classifiers.meta.AdaBoostM1864740486790823971.model
-1
444852
predictions
https://api.openml.org/data/download/444852/weka_generated_predictions3974262922495360625.arff
area_under_roc_curve
0.998875 [0.999594,0.999631,0.990504,0.998927]
average_cost
0
build_cpu_time
1.040973
build_memory
1296366457.331748
f_measure
0.985731 [0.987342,0.986532,0.981481,0.982759]
kappa
0.979236
kb_relative_information_score
822.995439
mean_absolute_error
0.007273
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
0.985803 [0.990476,0.983221,1,0.977143]
predictive_accuracy
0.985731
prior_entropy
1.78975
recall
0.985731 [0.984227,0.989865,0.963636,0.988439]
relative_absolute_error
0.02115
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.079749
root_relative_squared_error
0.192368
scimark_benchmark
916.30215 [508.08056959569126, 955.3568758013596, 481.71457151086304, 899.2933222316699, 1737.0654118042935]
total_cost
0
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.999364 [0.998798,1,1,0.999122]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.991708 [1,0.999373,0.913462,0.991162]
area_under_roc_curve
0.998128 [0.997565,0.998746,1,0.997475]
area_under_roc_curve
1 [1,1,1,1]
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
build_cpu_time
1.27
build_cpu_time
1.307
build_cpu_time
0.799
build_cpu_time
1.271
build_cpu_time
1.264
build_cpu_time
1.152
build_cpu_time
1.219
build_cpu_time
0.556
build_cpu_time
0.301
build_cpu_time
1.268
build_memory
1420360984
build_memory
1736066352
build_memory
1007101584
build_memory
1323619880
build_memory
1621434320
build_memory
951164344
build_memory
1248858616
build_memory
1379046256
build_memory
1453439984
build_memory
821096128
f_measure
0.976323 [0.984615,0.965517,1,0.971429]
f_measure
0.988171 [0.984127,1,1,0.971429]
f_measure
1 [1,1,1,1]
f_measure
0.988171 [0.984127,1,1,0.971429]
f_measure
0.988012 [1,0.983607,1,0.969697]
f_measure
1 [1,1,1,1]
f_measure
0.988102 [0.984127,0.983051,1,1]
f_measure
0.974071 [1,0.983051,0.8,0.972973]
f_measure
0.964399 [0.952381,0.965517,1,0.971429]
f_measure
0.988099 [0.983607,0.983051,1,1]
kappa
0.965911
kappa
0.982619
kappa
1
kappa
0.982619
kappa
0.982518
kappa
1
kappa
0.982748
kappa
0.965425
kappa
0.948371
kappa
0.982843
kb_relative_information_score
82.674347
kb_relative_information_score
82.424076
kb_relative_information_score
82.929291
kb_relative_information_score
81.81556
kb_relative_information_score
81.684115
kb_relative_information_score
83.088247
kb_relative_information_score
83.266095
kb_relative_information_score
80.311756
kb_relative_information_score
81.039298
kb_relative_information_score
83.762656
mean_absolute_error
0.013153
mean_absolute_error
0.003341
mean_absolute_error
0.001071
mean_absolute_error
0.006697
mean_absolute_error
0.005556
mean_absolute_error
0
mean_absolute_error
0.005942
mean_absolute_error
0.01274
mean_absolute_error
0.018293
mean_absolute_error
0.005866
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
0.977481 [0.969697,1,1,0.944444]
precision
0.988757 [1,1,1,0.944444]
precision
1 [1,1,1,1]
precision
0.988757 [1,1,1,0.944444]
precision
0.988479 [1,0.967742,1,1]
precision
1 [1,1,1,1]
precision
0.988492 [1,0.966667,1,1]
precision
0.977214 [1,0.966667,1,0.947368]
precision
0.96503 [0.9375,0.965517,1,1]
precision
0.988492 [1,0.966667,1,1]
predictive_accuracy
0.976471
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
0.97619
predictive_accuracy
0.964286
predictive_accuracy
0.988095
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
0.976471 [1,0.933333,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
1 [1,1,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
0.988095 [1,1,1,0.941176]
recall
1 [1,1,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
0.97619 [1,1,0.666667,1]
recall
0.964286 [0.967742,0.965517,1,0.944444]
recall
0.988095 [0.967742,1,1,1]
relative_absolute_error
0.038212
relative_absolute_error
0.009748
relative_absolute_error
0.003126
relative_absolute_error
0.01954
relative_absolute_error
0.01621
relative_absolute_error
0
relative_absolute_error
0.017252
relative_absolute_error
0.036879
relative_absolute_error
0.052952
relative_absolute_error
0.016979
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
0.109479
root_mean_squared_error
0.043305
root_mean_squared_error
0.013447
root_mean_squared_error
0.077465
root_mean_squared_error
0.07186
root_mean_squared_error
0
root_mean_squared_error
0.07695
root_mean_squared_error
0.109611
root_mean_squared_error
0.120868
root_mean_squared_error
0.076026
root_relative_squared_error
0.263829
root_relative_squared_error
0.104805
root_relative_squared_error
0.032544
root_relative_squared_error
0.187476
root_relative_squared_error
0.173911
root_relative_squared_error
0
root_relative_squared_error
0.185311
root_relative_squared_error
0.263192
root_relative_squared_error
0.290222
root_relative_squared_error
0.18255
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