399113
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
1200
weka.LADTree(4)
2070
weka.classifiers.trees.LADTree -- -B 10
B
10
1200
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
1396664
description
https://api.openml.org/data/download/1396664/weka_generated_run790829911347602012.xml
-1
1396667
model_readable
https://api.openml.org/data/download/1396667/WekaModel_weka.classifiers.trees.LADTree3950426637506355137.model
-1
1396666
model_serialized
https://api.openml.org/data/download/1396666/WekaSerialized_weka.classifiers.trees.LADTree1304703211901439552.model
-1
1396665
predictions
https://api.openml.org/data/download/1396665/weka_generated_predictions5833362073514139009.arff
area_under_roc_curve
0.980928 [0.982561,0.965098,0.990338,0.966853,0.997735,0.976974]
average_cost
0
f_measure
0.937587 [0.971223,0.865132,0.97479,0.878244,0.972868,0.889952]
kappa
0.921466
kb_relative_information_score
1665.069237
mean_absolute_error
0.02995
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
0.938388 [0.978261,0.867987,0.983051,0.859375,0.980469,0.853211]
predictive_accuracy
0.937158
prior_entropy
2.437791
recall
0.937158 [0.964286,0.862295,0.966667,0.897959,0.965385,0.93]
relative_absolute_error
0.112405
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.134288
root_relative_squared_error
0.368041
scimark_benchmark
903.481339 [556.3766013735313, 994.3008483142872, 474.2676028917832, 897.4460789375264, 1595.0155647733857]
total_cost
0
usercpu_time_millis
490
usercpu_time_millis_testing
0
usercpu_time_millis_training
490
area_under_roc_curve
0.969598 [0.991845,0.956754,0.987056,0.877215,0.989466,1]
area_under_roc_curve
0.993145 [1,0.974851,1,0.980215,1,1]
area_under_roc_curve
0.963896 [0.952897,0.95225,0.983466,0.984801,1,0.84711]
area_under_roc_curve
0.984923 [0.995922,0.934423,0.994898,0.98481,1,1]
area_under_roc_curve
0.99572 [0.999648,0.99085,1,0.981013,1,0.998555]
area_under_roc_curve
0.997548 [1,0.993846,1,0.989256,1,1]
area_under_roc_curve
0.99005 [0.999156,0.956863,0.99537,0.987722,1,0.999422]
area_under_roc_curve
0.970493 [0.957677,0.953268,0.974395,0.983418,0.993018,0.989017]
area_under_roc_curve
0.97282 [0.957115,0.98143,0.979403,0.990697,0.996325,0.906358]
area_under_roc_curve
0.984001 [0.996977,0.963073,0.99811,0.949948,0.999755,0.966185]
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
0.939261 [0.982456,0.852459,0.985915,0.851064,0.961538,0.952381]
f_measure
0.94952 [0.982456,0.857143,0.985915,0.901961,0.981132,0.952381]
f_measure
0.918197 [0.954955,0.827586,0.972222,0.884615,1,0.666667]
f_measure
0.945954 [0.99115,0.821429,0.985915,0.938776,1,0.8]
f_measure
0.944745 [0.99115,0.912281,0.947368,0.923077,0.916667,0.9]
f_measure
0.967646 [0.990991,0.920635,0.985915,0.897959,1,1]
f_measure
0.946015 [0.981818,0.875,0.972222,0.875,0.980392,0.952381]
f_measure
0.924409 [0.945455,0.875,0.971429,0.84,0.961538,0.9]
f_measure
0.90998 [0.933333,0.818182,0.971429,0.830189,0.961538,0.9]
f_measure
0.92986 [0.954955,0.888889,0.971429,0.84,0.961538,0.9]
kappa
0.924649
kappa
0.938421
kappa
0.897643
kappa
0.931795
kappa
0.931461
kappa
0.959001
kappa
0.931752
kappa
0.904474
kappa
0.884624
kappa
0.911208
kb_relative_information_score
165.808716
kb_relative_information_score
170.07733
kb_relative_information_score
157.541519
kb_relative_information_score
167.355779
kb_relative_information_score
168.231053
kb_relative_information_score
173.524831
kb_relative_information_score
168.636962
kb_relative_information_score
165.083058
kb_relative_information_score
162.218029
kb_relative_information_score
166.59196
mean_absolute_error
0.03162
mean_absolute_error
0.023853
mean_absolute_error
0.045941
mean_absolute_error
0.028698
mean_absolute_error
0.029388
mean_absolute_error
0.01847
mean_absolute_error
0.026803
mean_absolute_error
0.030875
mean_absolute_error
0.03799
mean_absolute_error
0.025863
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
0.940155 [0.965517,0.83871,1,0.909091,0.961538,0.909091]
precision
0.953013 [0.965517,0.96,1,0.851852,0.962963,0.909091]
precision
0.921296 [0.963636,0.888889,0.972222,0.821429,1,0.636364]
precision
0.951809 [0.982456,0.884615,1,0.958333,1,0.666667]
precision
0.948244 [0.982456,0.962963,0.9,0.888889,1,0.9]
precision
0.968381 [1,0.90625,1,0.88,1,1]
precision
0.948759 [1,0.823529,0.972222,0.913043,1,0.909091]
precision
0.92695 [0.962963,0.823529,1,0.84,0.961538,0.9]
precision
0.918695 [1,0.771429,1,0.758621,0.961538,0.9]
precision
0.931548 [0.963636,0.875,1,0.807692,0.961538,0.9]
predictive_accuracy
0.939891
predictive_accuracy
0.95082
predictive_accuracy
0.918033
predictive_accuracy
0.945355
predictive_accuracy
0.945355
predictive_accuracy
0.967213
predictive_accuracy
0.945355
predictive_accuracy
0.923497
predictive_accuracy
0.907104
predictive_accuracy
0.928962
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
0.939891 [1,0.866667,0.972222,0.8,0.961538,1]
recall
0.95082 [1,0.774194,0.972222,0.958333,1,1]
recall
0.918033 [0.946429,0.774194,0.972222,0.958333,1,0.7]
recall
0.945355 [1,0.766667,0.972222,0.92,1,1]
recall
0.945355 [1,0.866667,1,0.96,0.846154,0.9]
recall
0.967213 [0.982143,0.935484,0.972222,0.916667,1,1]
recall
0.945355 [0.964286,0.933333,0.972222,0.84,0.961538,1]
recall
0.923497 [0.928571,0.933333,0.944444,0.84,0.961538,0.9]
recall
0.907104 [0.875,0.870968,0.944444,0.916667,0.961538,0.9]
recall
0.928962 [0.946429,0.903226,0.944444,0.875,0.961538,0.9]
relative_absolute_error
0.118661
relative_absolute_error
0.089532
relative_absolute_error
0.17244
relative_absolute_error
0.107693
relative_absolute_error
0.110282
relative_absolute_error
0.069328
relative_absolute_error
0.100584
relative_absolute_error
0.115864
relative_absolute_error
0.142595
relative_absolute_error
0.097075
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
0.135162
root_mean_squared_error
0.110252
root_mean_squared_error
0.162673
root_mean_squared_error
0.126843
root_mean_squared_error
0.111368
root_mean_squared_error
0.088194
root_mean_squared_error
0.121375
root_mean_squared_error
0.153978
root_mean_squared_error
0.16234
root_mean_squared_error
0.149604
root_relative_squared_error
0.370395
root_relative_squared_error
0.3022
root_relative_squared_error
0.445882
root_relative_squared_error
0.347599
root_relative_squared_error
0.30519
root_relative_squared_error
0.241738
root_relative_squared_error
0.332613
root_relative_squared_error
0.421957
root_relative_squared_error
0.444971
root_relative_squared_error
0.410061
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
180
usercpu_time_millis
240
usercpu_time_millis
210
usercpu_time_millis
220
usercpu_time_millis
250
usercpu_time_millis
250
usercpu_time_millis
200
usercpu_time_millis
180
usercpu_time_millis
180
usercpu_time_millis
190
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
180
usercpu_time_millis_training
240
usercpu_time_millis_training
210
usercpu_time_millis_training
220
usercpu_time_millis_training
250
usercpu_time_millis_training
250
usercpu_time_millis_training
200
usercpu_time_millis_training
180
usercpu_time_millis_training
180
usercpu_time_millis_training
190