136548
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
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
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
437147
description
https://api.openml.org/data/download/437147/weka_generated_run5928235040408214628.xml
-1
437150
model_readable
https://api.openml.org/data/download/437150/WekaModel_weka.classifiers.meta.AdaBoostM13131793883158288606.model
-1
437149
model_serialized
https://api.openml.org/data/download/437149/WekaSerialized_weka.classifiers.meta.AdaBoostM18498996751251059798.model
-1
437148
predictions
https://api.openml.org/data/download/437148/weka_generated_predictions8326865080777171101.arff
area_under_roc_curve
0.921193 [0.95841,0.849552,0.974184,0.874452,0.92908,0.834523]
average_cost
0
build_cpu_time
0.0038
build_memory
737265921.6
f_measure
0.844526 [0.935484,0.697161,0.956153,0.74,0.848485,0.628571]
kappa
0.804854
kb_relative_information_score
1479.908137
mean_absolute_error
0.052809
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
0.846824 [0.938849,0.671733,0.974063,0.72549,0.835821,0.733333]
predictive_accuracy
0.844262
prior_entropy
2.437791
recall
0.844262 [0.932143,0.72459,0.938889,0.755102,0.861538,0.55]
relative_absolute_error
0.198198
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.218593
root_relative_squared_error
0.599094
scimark_benchmark
941.882755 [560.4886395932788, 1012.3220633477529, 480.85168147774846, 906.4453790826606, 1749.3060121829703]
total_cost
0
area_under_roc_curve
0.917458 [0.94214,0.852723,0.958333,0.86557,0.996693,0.75]
area_under_roc_curve
0.947934 [0.990931,0.88455,1,0.960037,0.849951,0.941908]
area_under_roc_curve
0.897326 [0.960349,0.710208,0.98271,0.855215,0.965336,0.741329]
area_under_roc_curve
0.932187 [0.952686,0.856863,0.958333,0.907215,0.996815,0.843642]
area_under_roc_curve
0.910377 [0.961192,0.810566,0.996599,0.811013,0.94782,0.765896]
area_under_roc_curve
0.972727 [0.995922,0.923069,1,0.94392,1,0.896821]
area_under_roc_curve
0.899615 [0.906777,0.82549,0.98271,0.85962,0.895639,0.893064]
area_under_roc_curve
0.883738 [0.91887,0.860893,0.912132,0.78443,0.891352,0.881792]
area_under_roc_curve
0.918641 [0.964004,0.91458,0.968821,0.880503,0.823126,0.836416]
area_under_roc_curve
0.929623 [0.991985,0.851443,0.982426,0.876834,0.91977,0.784971]
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
0.003
build_cpu_time
0.003
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.003
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.005
build_memory
718993088
build_memory
718993088
build_memory
745095968
build_memory
745095968
build_memory
745095968
build_memory
718993088
build_memory
718993088
build_memory
745095968
build_memory
745095968
build_memory
771207024
f_measure
0.839289 [0.918919,0.636364,0.941176,0.679245,0.981132,0.666667]
f_measure
0.874466 [0.982143,0.757576,0.941176,0.867925,0.77551,0.666667]
f_measure
0.80627 [0.929825,0.533333,0.972222,0.653846,0.830189,0.666667]
f_measure
0.866592 [0.905983,0.690909,0.956522,0.792453,0.981132,0.736842]
f_measure
0.821681 [0.938053,0.678571,0.986301,0.666667,0.851852,0.315789]
f_measure
0.944257 [0.982456,0.852459,1,0.88,1,0.823529]
f_measure
0.823909 [0.893204,0.666667,0.972222,0.708333,0.785714,0.761905]
f_measure
0.769955 [0.872727,0.621622,0.882353,0.653061,0.791667,0.470588]
f_measure
0.843101 [0.954128,0.760563,0.957746,0.755556,0.692308,0.666667]
f_measure
0.852987 [0.973451,0.779661,0.945946,0.73913,0.793103,0.5]
kappa
0.794574
kappa
0.842607
kappa
0.75941
kappa
0.835154
kappa
0.780814
kappa
0.931319
kappa
0.776466
kappa
0.705843
kappa
0.801689
kappa
0.821403
kb_relative_information_score
144.315038
kb_relative_information_score
158.450099
kb_relative_information_score
139.725483
kb_relative_information_score
154.9516
kb_relative_information_score
142.058475
kb_relative_information_score
168.474239
kb_relative_information_score
145.512299
kb_relative_information_score
131.287267
kb_relative_information_score
146.172362
kb_relative_information_score
148.961276
mean_absolute_error
0.059164
mean_absolute_error
0.039427
mean_absolute_error
0.064845
mean_absolute_error
0.042866
mean_absolute_error
0.058042
mean_absolute_error
0.021113
mean_absolute_error
0.059806
mean_absolute_error
0.080269
mean_absolute_error
0.053324
mean_absolute_error
0.049238
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
0.855387 [0.927273,0.583333,1,0.642857,0.962963,1]
precision
0.880632 [0.982143,0.714286,1,0.793103,0.826087,0.75]
precision
0.814385 [0.913793,0.551724,0.972222,0.607143,0.814815,1]
precision
0.868965 [0.868852,0.76,1,0.75,0.962963,0.777778]
precision
0.819983 [0.929825,0.730769,0.972973,0.653846,0.821429,0.333333]
precision
0.946685 [0.965517,0.866667,1,0.846154,1,1]
precision
0.835844 [0.978723,0.611111,0.972222,0.73913,0.733333,0.727273]
precision
0.787132 [0.888889,0.522727,0.9375,0.666667,0.863636,0.571429]
precision
0.851193 [0.981132,0.675,0.971429,0.809524,0.692308,0.75]
precision
0.855502 [0.964912,0.821429,0.921053,0.772727,0.71875,0.666667]
predictive_accuracy
0.836066
predictive_accuracy
0.874317
predictive_accuracy
0.808743
predictive_accuracy
0.868852
predictive_accuracy
0.825137
predictive_accuracy
0.945355
predictive_accuracy
0.819672
predictive_accuracy
0.765027
predictive_accuracy
0.84153
predictive_accuracy
0.857923
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
0.836066 [0.910714,0.7,0.888889,0.72,1,0.5]
recall
0.874317 [0.982143,0.806452,0.888889,0.958333,0.730769,0.6]
recall
0.808743 [0.946429,0.516129,0.972222,0.708333,0.846154,0.5]
recall
0.868852 [0.946429,0.633333,0.916667,0.84,1,0.7]
recall
0.825137 [0.946429,0.633333,1,0.68,0.884615,0.3]
recall
0.945355 [1,0.83871,1,0.916667,1,0.7]
recall
0.819672 [0.821429,0.733333,0.972222,0.68,0.846154,0.8]
recall
0.765027 [0.857143,0.766667,0.833333,0.64,0.730769,0.4]
recall
0.84153 [0.928571,0.870968,0.944444,0.708333,0.692308,0.6]
recall
0.857923 [0.982143,0.741935,0.972222,0.708333,0.884615,0.4]
relative_absolute_error
0.222022
relative_absolute_error
0.147988
relative_absolute_error
0.243396
relative_absolute_error
0.160861
relative_absolute_error
0.217812
relative_absolute_error
0.079247
relative_absolute_error
0.224431
relative_absolute_error
0.301223
relative_absolute_error
0.200152
relative_absolute_error
0.184815
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
0.230618
root_mean_squared_error
0.182931
root_mean_squared_error
0.243051
root_mean_squared_error
0.198402
root_mean_squared_error
0.233672
root_mean_squared_error
0.131657
root_mean_squared_error
0.237227
root_mean_squared_error
0.264442
root_mean_squared_error
0.222306
root_mean_squared_error
0.212559
root_relative_squared_error
0.63198
root_relative_squared_error
0.501412
root_relative_squared_error
0.666198
root_relative_squared_error
0.543696
root_relative_squared_error
0.64035
root_relative_squared_error
0.360871
root_relative_squared_error
0.650091
root_relative_squared_error
0.724671
root_relative_squared_error
0.609338
root_relative_squared_error
0.58262
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