136684
2
Joaquin Vanschoren
3549
Supervised Classification
420
weka.AdaBoostM1_RandomTree(2)
675
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1
I
160
420
P
100
420
S
1
420
W
weka.classifiers.trees.RandomTree
420
K
0
421
M
1.0
421
S
1
421
V
0.001
421
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
437676
description
https://api.openml.org/data/download/437676/weka_generated_run7186543705151234808.xml
-1
437679
model_readable
https://api.openml.org/data/download/437679/WekaModel_weka.classifiers.meta.AdaBoostM13473267998582509386.model
-1
437678
model_serialized
https://api.openml.org/data/download/437678/WekaSerialized_weka.classifiers.meta.AdaBoostM1765832946022797352.model
-1
437677
predictions
https://api.openml.org/data/download/437677/weka_generated_predictions2838981047896037437.arff
area_under_roc_curve
0.931225 [0.939536,0.93083,0.90273,0.925729]
average_cost
0
build_cpu_time
0.013699
build_memory
921824668.118906
f_measure
0.903695 [0.923318,0.912821,0.818182,0.87931]
kappa
0.859938
kb_relative_information_score
728.013927
mean_absolute_error
0.048157
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
0.90385 [0.916149,0.923875,0.818182,0.874286]
predictive_accuracy
0.903686
prior_entropy
1.78975
recall
0.903686 [0.930599,0.902027,0.818182,0.884393]
relative_absolute_error
0.140042
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.219447
root_relative_squared_error
0.529344
scimark_benchmark
939.860894 [553.9030000092794, 1004.4070585908115, 481.49857166643204, 904.5686674515777, 1754.9271701211055]
total_cost
0
area_under_roc_curve
0.892578 [0.92158,0.898485,0.737342,0.882353]
area_under_roc_curve
0.930718 [0.955529,0.922222,0.987342,0.882353]
area_under_roc_curve
0.915436 [0.914663,0.931481,0.887342,0.896839]
area_under_roc_curve
0.956585 [0.949519,0.940741,1,0.985075]
area_under_roc_curve
0.944945 [0.959135,0.974074,0.893671,0.881914]
area_under_roc_curve
0.946662 [0.949519,0.922222,0.993671,0.970588]
area_under_roc_curve
0.916135 [0.924279,0.88652,0.987179,0.926251]
area_under_roc_curve
0.937193 [0.916616,0.946395,0.916667,0.964646]
area_under_roc_curve
0.921355 [0.962264,0.912853,0.75,0.921717]
area_under_roc_curve
0.951172 [0.942179,0.973668,0.916667,0.941919]
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
0.013
build_cpu_time
0.015
build_cpu_time
0.014
build_cpu_time
0.013
build_cpu_time
0.013
build_cpu_time
0.014
build_cpu_time
0.014
build_cpu_time
0.014
build_cpu_time
0.014
build_cpu_time
0.013
build_memory
877287296
build_memory
895782656
build_memory
914278536
build_memory
914278536
build_memory
914278536
build_memory
932782080
build_memory
932782080
build_memory
933433360
build_memory
951936904
build_memory
951936904
f_measure
0.845238 [0.895522,0.877193,0.545455,0.8]
f_measure
0.904293 [0.939394,0.9,0.833333,0.866667]
f_measure
0.88181 [0.892308,0.915254,0.727273,0.848485]
f_measure
0.940317 [0.9375,0.931034,1,0.944444]
f_measure
0.917574 [0.952381,0.966667,0.8,0.8]
f_measure
0.928932 [0.9375,0.9,0.909091,0.969697]
f_measure
0.880952 [0.90625,0.857143,0.857143,0.882353]
f_measure
0.916399 [0.9,0.918033,0.909091,0.944444]
f_measure
0.887877 [0.939394,0.892857,0.666667,0.864865]
f_measure
0.929526 [0.933333,0.965517,0.909091,0.871795]
kappa
0.777173
kappa
0.860349
kappa
0.826015
kappa
0.913295
kappa
0.878336
kappa
0.895652
kappa
0.82899
kappa
0.879385
kappa
0.843413
kappa
0.897311
kb_relative_information_score
65.871509
kb_relative_information_score
72.505274
kb_relative_information_score
69.385273
kb_relative_information_score
77.175724
kb_relative_information_score
72.937501
kb_relative_information_score
75.716021
kb_relative_information_score
72.048951
kb_relative_information_score
75.351114
kb_relative_information_score
70.503085
kb_relative_information_score
76.519474
mean_absolute_error
0.076471
mean_absolute_error
0.047619
mean_absolute_error
0.059524
mean_absolute_error
0.029762
mean_absolute_error
0.041667
mean_absolute_error
0.035714
mean_absolute_error
0.059524
mean_absolute_error
0.041667
mean_absolute_error
0.053571
mean_absolute_error
0.035714
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
0.847395 [0.857143,0.925926,0.6,0.777778]
precision
0.913665 [0.911765,0.9,0.714286,1]
precision
0.884055 [0.878788,0.931034,0.666667,0.875]
precision
0.942132 [0.9375,0.964286,1,0.894737]
precision
0.918928 [0.967742,0.966667,0.8,0.777778]
precision
0.930556 [0.9375,0.9,0.833333,1]
precision
0.884259 [0.90625,0.888889,0.75,0.882353]
precision
0.919489 [0.931034,0.875,1,0.944444]
precision
0.898415 [0.885714,0.925926,1,0.842105]
precision
0.934553 [0.965517,0.965517,1,0.809524]
predictive_accuracy
0.847059
predictive_accuracy
0.904762
predictive_accuracy
0.880952
predictive_accuracy
0.940476
predictive_accuracy
0.916667
predictive_accuracy
0.928571
predictive_accuracy
0.880952
predictive_accuracy
0.916667
predictive_accuracy
0.892857
predictive_accuracy
0.928571
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
0.847059 [0.9375,0.833333,0.5,0.823529]
recall
0.904762 [0.96875,0.9,1,0.764706]
recall
0.880952 [0.90625,0.9,0.8,0.823529]
recall
0.940476 [0.9375,0.9,1,1]
recall
0.916667 [0.9375,0.966667,0.8,0.823529]
recall
0.928571 [0.9375,0.9,1,0.941176]
recall
0.880952 [0.90625,0.827586,1,0.882353]
recall
0.916667 [0.870968,0.965517,0.833333,0.944444]
recall
0.892857 [1,0.862069,0.5,0.888889]
recall
0.928571 [0.903226,0.965517,0.833333,0.944444]
relative_absolute_error
0.222166
relative_absolute_error
0.138935
relative_absolute_error
0.173668
relative_absolute_error
0.086834
relative_absolute_error
0.121568
relative_absolute_error
0.104201
relative_absolute_error
0.172812
relative_absolute_error
0.120613
relative_absolute_error
0.155074
relative_absolute_error
0.103383
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
0.276533
root_mean_squared_error
0.218218
root_mean_squared_error
0.243975
root_mean_squared_error
0.172516
root_mean_squared_error
0.204124
root_mean_squared_error
0.188982
root_mean_squared_error
0.243975
root_mean_squared_error
0.204124
root_mean_squared_error
0.231455
root_mean_squared_error
0.188982
root_relative_squared_error
0.666405
root_relative_squared_error
0.528118
root_relative_squared_error
0.590454
root_relative_squared_error
0.417514
root_relative_squared_error
0.494009
root_relative_squared_error
0.457363
root_relative_squared_error
0.58754
root_relative_squared_error
0.490132
root_relative_squared_error
0.555757
root_relative_squared_error
0.453774
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