30124
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
523
weka.Bagging_J48(2)
770
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
I
80
523
P
100
523
S
1
523
W
weka.classifiers.trees.J48
523
num-slots
1
523
C
0.25
365
M
2
365
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
71300
description
https://api.openml.org/data/download/71300/weka_generated_run8622395689030968009.xml
-1
71303
model_readable
https://api.openml.org/data/download/71303/WekaModel_weka.classifiers.meta.Bagging6129544915824211891.model
-1
71302
model_serialized
https://api.openml.org/data/download/71302/WekaSerialized_weka.classifiers.meta.Bagging2673628509522306875.model
-1
71301
predictions
https://api.openml.org/data/download/71301/weka_generated_predictions5105219558973876432.arff
area_under_roc_curve
0.99624 [0.999461,0.986917,0.999898,0.989997,0.999976,0.999052]
average_cost
0
build_cpu_time
0.1153
build_memory
346841626.4
f_measure
0.961146 [0.978723,0.901587,0.993065,0.92043,0.996169,0.938144]
kappa
0.951343
kb_relative_information_score
1674.801028
mean_absolute_error
0.034067
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
0.96224 [0.971831,0.873846,0.99169,0.972727,0.992366,0.968085]
predictive_accuracy
0.961202
prior_entropy
2.437791
recall
0.961202 [0.985714,0.931148,0.994444,0.873469,1,0.91]
relative_absolute_error
0.127855
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.109784
root_relative_squared_error
0.300884
scimark_benchmark
919.88209 [557.2654022646841, 982.388457924644, 469.2927333365945, 877.9102298783026, 1712.553627946137]
total_cost
0
area_under_roc_curve
0.993304 [1,0.966013,1,0.991772,1,1]
area_under_roc_curve
0.995661 [1,0.985038,1,0.986242,1,1]
area_under_roc_curve
0.998561 [0.999578,0.994907,1,0.996593,1,1]
area_under_roc_curve
0.996208 [1,0.988998,1,0.985443,1,1]
area_under_roc_curve
0.999536 [1,0.997168,1,1,1,1]
area_under_roc_curve
0.998314 [0.999578,0.994058,1,0.995807,1,1]
area_under_roc_curve
0.998914 [1,0.997386,1,0.99519,1,1]
area_under_roc_curve
0.996293 [0.998172,0.98976,1,0.990633,1,0.996532]
area_under_roc_curve
0.998353 [0.999016,0.99427,1,0.997379,1,0.999422]
area_under_roc_curve
0.994352 [1,0.981961,1,0.980477,1,0.999422]
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
0.071
build_cpu_time
0.125
build_cpu_time
0.134
build_cpu_time
0.135
build_cpu_time
0.11
build_cpu_time
0.076
build_cpu_time
0.124
build_cpu_time
0.134
build_cpu_time
0.125
build_cpu_time
0.119
build_memory
140861136
build_memory
240990624
build_memory
342136248
build_memory
408888608
build_memory
492328048
build_memory
190926368
build_memory
274367104
build_memory
375512864
build_memory
458952248
build_memory
543453016
f_measure
0.955643 [1,0.892308,0.985915,0.844444,0.981132,1]
f_measure
0.961027 [0.957265,0.896552,1,0.93617,1,1]
f_measure
0.966825 [0.964286,0.935484,1,0.96,1,0.888889]
f_measure
0.956069 [0.982456,0.870968,1,0.893617,1,0.947368]
f_measure
0.977923 [0.973913,0.931034,1,0.979592,1,1]
f_measure
0.960901 [0.973451,0.923077,0.986301,0.883721,1,1]
f_measure
0.983474 [1,0.952381,1,0.93617,1,1]
f_measure
0.918513 [0.954128,0.8,0.985915,0.93617,0.981132,0.625]
f_measure
0.955951 [0.982143,0.90625,0.972973,0.909091,1,0.9]
f_measure
0.972549 [1,0.920635,1,0.913043,1,0.952381]
kappa
0.945253
kappa
0.951864
kappa
0.958901
kappa
0.945105
kappa
0.972557
kappa
0.951985
kappa
0.97947
kappa
0.897379
kappa
0.945181
kappa
0.965796
kb_relative_information_score
166.513852
kb_relative_information_score
167.056154
kb_relative_information_score
168.67383
kb_relative_information_score
167.854212
kb_relative_information_score
169.542789
kb_relative_information_score
168.767997
kb_relative_information_score
167.485423
kb_relative_information_score
164.976004
kb_relative_information_score
166.779271
kb_relative_information_score
167.151496
mean_absolute_error
0.035675
mean_absolute_error
0.036131
mean_absolute_error
0.033198
mean_absolute_error
0.033433
mean_absolute_error
0.032528
mean_absolute_error
0.032517
mean_absolute_error
0.035538
mean_absolute_error
0.03253
mean_absolute_error
0.03497
mean_absolute_error
0.034145
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
0.959804 [1,0.828571,1,0.95,0.962963,1]
precision
0.962941 [0.918033,0.962963,1,0.956522,1,1]
precision
0.968054 [0.964286,0.935484,1,0.923077,1,1]
precision
0.957624 [0.965517,0.84375,1,0.954545,1,1]
precision
0.978585 [0.949153,0.964286,1,1,1,1]
precision
0.964017 [0.964912,0.882353,0.972973,1,1,1]
precision
0.985097 [1,0.909091,1,1,1,1]
precision
0.930676 [0.981132,0.7,1,1,0.962963,0.833333]
precision
0.958184 [0.982143,0.878788,0.947368,1,1,0.9]
precision
0.97319 [1,0.90625,1,0.954545,1,0.909091]
predictive_accuracy
0.956284
predictive_accuracy
0.961749
predictive_accuracy
0.967213
predictive_accuracy
0.956284
predictive_accuracy
0.978142
predictive_accuracy
0.961749
predictive_accuracy
0.983607
predictive_accuracy
0.918033
predictive_accuracy
0.956284
predictive_accuracy
0.972678
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
0.956284 [1,0.966667,0.972222,0.76,1,1]
recall
0.961749 [1,0.83871,1,0.916667,1,1]
recall
0.967213 [0.964286,0.935484,1,1,1,0.8]
recall
0.956284 [1,0.9,1,0.84,1,0.9]
recall
0.978142 [1,0.9,1,0.96,1,1]
recall
0.961749 [0.982143,0.967742,1,0.791667,1,1]
recall
0.983607 [1,1,1,0.88,1,1]
recall
0.918033 [0.928571,0.933333,0.972222,0.88,1,0.5]
recall
0.956284 [0.982143,0.935484,1,0.833333,1,0.9]
recall
0.972678 [1,0.935484,1,0.875,1,1]
relative_absolute_error
0.133877
relative_absolute_error
0.135617
relative_absolute_error
0.124609
relative_absolute_error
0.125463
relative_absolute_error
0.122068
relative_absolute_error
0.122051
relative_absolute_error
0.133364
relative_absolute_error
0.122076
relative_absolute_error
0.13126
relative_absolute_error
0.128162
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
0.116668
root_mean_squared_error
0.110886
root_mean_squared_error
0.102289
root_mean_squared_error
0.108479
root_mean_squared_error
0.092977
root_mean_squared_error
0.102154
root_mean_squared_error
0.103375
root_mean_squared_error
0.129413
root_mean_squared_error
0.113214
root_mean_squared_error
0.114266
root_relative_squared_error
0.319713
root_relative_squared_error
0.303937
root_relative_squared_error
0.280374
root_relative_squared_error
0.297273
root_relative_squared_error
0.254793
root_relative_squared_error
0.280003
root_relative_squared_error
0.283286
root_relative_squared_error
0.354639
root_relative_squared_error
0.310318
root_relative_squared_error
0.313201
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