127092
2
Joaquin Vanschoren
3549
Supervised Classification
417
weka.AdaBoostM1_NaiveBayes(2)
659
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.bayes.NaiveBayes
I
20
417
P
100
417
S
1
417
W
weka.classifiers.bayes.NaiveBayes
417
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
399544
description
https://api.openml.org/data/download/399544/weka_generated_run1469195032290353336.xml
-1
399547
model_readable
https://api.openml.org/data/download/399547/WekaModel_weka.classifiers.meta.AdaBoostM14735499698851328148.model
-1
399546
model_serialized
https://api.openml.org/data/download/399546/WekaSerialized_weka.classifiers.meta.AdaBoostM16986341671109619109.model
-1
399545
predictions
https://api.openml.org/data/download/399545/weka_generated_predictions5357122897414698320.arff
area_under_roc_curve
0.995427 [0.994823,0.994681,1,0.996357]
average_cost
0
build_cpu_time
2.003176
build_memory
1357715114.910821
f_measure
0.990487 [0.988976,0.988156,1,0.99422]
kappa
0.986162
kb_relative_information_score
830.325153
mean_absolute_error
0.004656
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
0.99049 [0.987421,0.989831,1,0.99422]
predictive_accuracy
0.990488
prior_entropy
1.78975
recall
0.990488 [0.990536,0.986486,1,0.99422]
relative_absolute_error
0.01354
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.06749
root_relative_squared_error
0.162797
scimark_benchmark
943.207406 [561.2099798973987, 1012.0562417272014, 482.14720472367435, 907.3865832622575, 1753.2370197795062]
total_cost
0
area_under_roc_curve
0.990566 [0.990566,0.983333,1,1]
area_under_roc_curve
0.992537 [0.984375,1,1,0.992537]
area_under_roc_curve
0.99052 [1,0.990123,1,0.970588]
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
0.990241 [0.983474,0.989969,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.990566 [0.990566,0.982759,1,1]
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
2.487
build_cpu_time
2.09
build_cpu_time
0.794
build_cpu_time
2.109
build_cpu_time
2.098
build_cpu_time
2.096
build_cpu_time
2.073
build_cpu_time
2.098
build_cpu_time
2.099
build_cpu_time
2.082
build_memory
788719032
build_memory
1906709904
build_memory
1983163024
build_memory
1678920168
build_memory
1335860384
build_memory
992931224
build_memory
650325064
build_memory
1768971200
build_memory
1425192296
build_memory
1053132616
f_measure
0.988226 [0.984615,0.983051,1,1]
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
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.964305 [0.952381,0.949153,1,1]
f_measure
0.988085 [0.984127,0.982456,1,1]
f_measure
0.988085 [0.984127,0.982456,1,1]
f_measure
1 [1,1,1,1]
kappa
0.982911
kappa
0.982619
kappa
0.982518
kappa
1
kappa
1
kappa
1
kappa
0.948244
kappa
0.982829
kappa
0.982829
kappa
1
kb_relative_information_score
84.084022
kb_relative_information_score
81.919886
kb_relative_information_score
81.615782
kb_relative_information_score
83.088209
kb_relative_information_score
83.088247
kb_relative_information_score
83.088247
kb_relative_information_score
80.91311
kb_relative_information_score
83.88124
kb_relative_information_score
83.727235
kb_relative_information_score
84.919175
mean_absolute_error
0.005882
mean_absolute_error
0.005952
mean_absolute_error
0.006046
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.017794
mean_absolute_error
0.004917
mean_absolute_error
0.005952
mean_absolute_error
0
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
0.988592 [0.969697,1,1,1]
precision
0.988757 [1,1,1,0.944444]
precision
0.988479 [1,0.967742,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
0.964695 [0.967742,0.933333,1,1]
precision
0.988467 [0.96875,1,1,1]
precision
0.988467 [0.96875,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.988235
predictive_accuracy
0.988095
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.964286
predictive_accuracy
0.988095
predictive_accuracy
0.988095
predictive_accuracy
1
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
0.988235 [1,0.966667,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
0.988095 [1,1,1,0.941176]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.964286 [0.9375,0.965517,1,1]
recall
0.988095 [1,0.965517,1,1]
recall
0.988095 [1,0.965517,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.01709
relative_absolute_error
0.017367
relative_absolute_error
0.017641
relative_absolute_error
0.000001
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.051659
relative_absolute_error
0.014234
relative_absolute_error
0.017231
relative_absolute_error
0
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
0.076696
root_mean_squared_error
0.077152
root_mean_squared_error
0.077155
root_mean_squared_error
0.000002
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.133156
root_mean_squared_error
0.063735
root_mean_squared_error
0.077152
root_mean_squared_error
0
root_relative_squared_error
0.184828
root_relative_squared_error
0.186718
root_relative_squared_error
0.186725
root_relative_squared_error
0.000006
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.320667
root_relative_squared_error
0.153036
root_relative_squared_error
0.185252
root_relative_squared_error
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
total_cost
0