209127
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
1182
weka.AdaBoostM1_DecisionStump(12)
2030
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump
P
100
1182
S
1
1182
I
160
1182
W
weka.classifiers.trees.DecisionStump
1182
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
693895
description
https://api.openml.org/data/download/693895/weka_generated_run2640730617757334172.xml
-1
693898
model_readable
https://api.openml.org/data/download/693898/WekaModel_weka.classifiers.meta.AdaBoostM12186885374324369594.model
-1
693897
model_serialized
https://api.openml.org/data/download/693897/WekaSerialized_weka.classifiers.meta.AdaBoostM16352514356418369972.model
-1
693896
predictions
https://api.openml.org/data/download/693896/weka_generated_predictions3020111025690581782.arff
area_under_roc_curve
0.795085 [0.950023,0.696026,0.761769,0.741879,0.723758,0.665301]
average_cost
0
f_measure
0.359398 [0.86465,0,0.481928,0,0,0]
kappa
0.334976
kb_relative_information_score
649.031756
mean_absolute_error
0.195338
mean_prior_absolute_error
0.266447
number_of_instances
1830 [560,305,360,245,260,100]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.301192 [0.780172,0,0.31746,0,0,0]
predictive_accuracy
0.493443
prior_entropy
2.437791
recall
0.493443 [0.969643,0,1,0,0,0]
relative_absolute_error
0.73312
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.3147
root_relative_squared_error
0.862491
scimark_benchmark
915.672918 [554.431243089541, 1004.1453769221171, 479.7774192424144, 898.9849449421491, 1641.0256071673816]
total_cost
0
usercpu_time_millis
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
10
area_under_roc_curve
0.796362 [0.88189,0.721242,0.792517,0.772152,0.786502,0.642775]
area_under_roc_curve
0.786237 [0.885827,0.682513,0.789116,0.767296,0.744855,0.692775]
area_under_roc_curve
0.756043 [0.957466,0.6875,0.693878,0.679245,0.636698,0.55896]
area_under_roc_curve
0.792662 [0.885827,0.698039,0.789116,0.768987,0.767271,0.692775]
area_under_roc_curve
0.780134 [0.885827,0.678105,0.789116,0.768987,0.72244,0.639884]
area_under_roc_curve
0.788814 [0.897638,0.692063,0.778912,0.757862,0.731994,0.736994]
area_under_roc_curve
0.761788 [0.969277,0.676471,0.683673,0.670886,0.649559,0.656069]
area_under_roc_curve
0.754583 [0.956412,0.656536,0.683673,0.670886,0.649559,0.656069]
area_under_roc_curve
0.756893 [0.960349,0.674342,0.680272,0.666667,0.646374,0.653179]
area_under_roc_curve
0.75963 [0.96534,0.661503,0.687075,0.672956,0.652744,0.65896]
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
f_measure
0.347856 [0.788732,0,0.541353,0,0,0]
f_measure
0.348774 [0.794326,0,0.537313,0,0,0]
f_measure
0.374486 [0.938053,0,0.444444,0,0,0]
f_measure
0.348774 [0.794326,0,0.537313,0,0,0]
f_measure
0.348774 [0.794326,0,0.537313,0,0,0]
f_measure
0.351743 [0.811594,0,0.525547,0,0,0]
f_measure
0.380725 [0.963636,0,0.436364,0,0,0]
f_measure
0.375161 [0.945455,0,0.436364,0,0,0]
f_measure
0.377299 [0.954128,0,0.433735,0,0,0]
f_measure
0.378592 [0.954955,0,0.439024,0,0,0]
kappa
0.338668
kappa
0.339193
kappa
0.332246
kappa
0.339193
kappa
0.339193
kappa
0.340762
kappa
0.333798
kappa
0.326711
kappa
0.327232
kappa
0.333282
kb_relative_information_score
67.197716
kb_relative_information_score
67.558666
kb_relative_information_score
62.340459
kb_relative_information_score
67.35034
kb_relative_information_score
67.724897
kb_relative_information_score
67.130372
kb_relative_information_score
62.48869
kb_relative_information_score
62.368851
kb_relative_information_score
62.127862
kb_relative_information_score
62.743904
mean_absolute_error
0.202333
mean_absolute_error
0.202775
mean_absolute_error
0.18774
mean_absolute_error
0.202732
mean_absolute_error
0.202951
mean_absolute_error
0.204139
mean_absolute_error
0.187617
mean_absolute_error
0.187772
mean_absolute_error
0.18903
mean_absolute_error
0.186291
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266418
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,31,36,24,26,10]
precision
0.272273 [0.651163,0,0.371134,0,0,0]
precision
0.273872 [0.658824,0,0.367347,0,0,0]
precision
0.340743 [0.929825,0,0.285714,0,0,0]
precision
0.273872 [0.658824,0,0.367347,0,0,0]
precision
0.273872 [0.658824,0,0.367347,0,0,0]
precision
0.279102 [0.682927,0,0.356436,0,0,0]
precision
0.355243 [0.981481,0,0.27907,0,0,0]
precision
0.349576 [0.962963,0,0.27907,0,0,0]
precision
0.354714 [0.981132,0,0.276923,0,0,0]
precision
0.350211 [0.963636,0,0.28125,0,0,0]
predictive_accuracy
0.502732
predictive_accuracy
0.502732
predictive_accuracy
0.486339
predictive_accuracy
0.502732
predictive_accuracy
0.502732
predictive_accuracy
0.502732
predictive_accuracy
0.486339
predictive_accuracy
0.480874
predictive_accuracy
0.480874
predictive_accuracy
0.486339
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
recall
0.502732 [1,0,1,0,0,0]
recall
0.502732 [1,0,1,0,0,0]
recall
0.486339 [0.946429,0,1,0,0,0]
recall
0.502732 [1,0,1,0,0,0]
recall
0.502732 [1,0,1,0,0,0]
recall
0.502732 [1,0,1,0,0,0]
recall
0.486339 [0.946429,0,1,0,0,0]
recall
0.480874 [0.928571,0,1,0,0,0]
recall
0.480874 [0.928571,0,1,0,0,0]
recall
0.486339 [0.946429,0,1,0,0,0]
relative_absolute_error
0.759289
relative_absolute_error
0.761118
relative_absolute_error
0.704683
relative_absolute_error
0.760785
relative_absolute_error
0.761607
relative_absolute_error
0.766235
relative_absolute_error
0.704064
relative_absolute_error
0.704645
relative_absolute_error
0.709524
relative_absolute_error
0.699242
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364833
root_mean_squared_error
0.318668
root_mean_squared_error
0.320592
root_mean_squared_error
0.311171
root_mean_squared_error
0.319172
root_mean_squared_error
0.322037
root_mean_squared_error
0.319567
root_mean_squared_error
0.307013
root_mean_squared_error
0.310763
root_mean_squared_error
0.308794
root_mean_squared_error
0.308732
root_relative_squared_error
0.873272
root_relative_squared_error
0.878738
root_relative_squared_error
0.852915
root_relative_squared_error
0.874652
root_relative_squared_error
0.882504
root_relative_squared_error
0.875926
root_relative_squared_error
0.841331
root_relative_squared_error
0.851609
root_relative_squared_error
0.846399
root_relative_squared_error
0.846229
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
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
10