441166
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
1080
weka.NBTree(3)
1850
weka.classifiers.trees.NBTree
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
1544340
description
https://api.openml.org/data/download/1544340/weka_generated_run8400039600549418855.xml
-1
1544342
model_readable
https://api.openml.org/data/download/1544342/WekaModel_weka.classifiers.trees.NBTree1545669097475377955.model
-1
1544341
model_serialized
https://api.openml.org/data/download/1544341/WekaSerialized_weka.classifiers.trees.NBTree1130263924594961102.model
-1
1544343
predictions
https://api.openml.org/data/download/1544343/weka_generated_predictions7606576691863726954.arff
area_under_roc_curve
0.987192 [0.997328,0.968517,0.999764,0.960448,0.999802,0.974864]
average_cost
0
f_measure
0.938759 [0.964833,0.875197,0.983099,0.871369,0.988506,0.862745]
kappa
0.922806
kb_relative_information_score
1690.379756
mean_absolute_error
0.022127
mean_prior_absolute_error
0.266447
number_of_instances
1830 [560,305,360,245,260,100]
os_information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
precision
0.939892 [0.974499,0.844512,0.997143,0.886076,0.984733,0.846154]
predictive_accuracy
0.938251
prior_entropy
2.437791
recall
0.938251 [0.955357,0.908197,0.969444,0.857143,0.992308,0.88]
relative_absolute_error
0.083043
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.134561
root_relative_squared_error
0.368788
scimark_benchmark
1051.249013 [708.1772627393548, 995.3280053932883, 503.63125673996535, 1161.985793989865, 1887.1227479440583]
total_cost
0
usercpu_time_millis
2750
usercpu_time_millis_testing
50
usercpu_time_millis_training
2700
area_under_roc_curve
0.993526 [0.995641,0.987908,1,0.978734,1,0.995376]
area_under_roc_curve
0.992434 [0.999859,0.960739,1,0.99489,0.99902,0.998844]
area_under_roc_curve
0.97957 [0.999016,0.90885,1,0.997117,0.991671,0.942775]
area_under_roc_curve
0.984697 [0.999156,0.978105,0.999433,0.916962,1,1]
area_under_roc_curve
0.992862 [0.990157,0.998039,0.999055,0.975823,1,0.99422]
area_under_roc_curve
0.992335 [0.999719,0.986842,0.999622,0.959775,1,1]
area_under_roc_curve
0.990454 [0.997469,0.965904,1,0.976709,1,1]
area_under_roc_curve
0.98665 [0.997891,0.985294,1,0.926962,1,0.99422]
area_under_roc_curve
0.982319 [0.997891,0.945671,1,0.964361,1,0.942197]
area_under_roc_curve
0.97741 [0.999859,0.966256,1,0.918632,1,0.887283]
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
0.924131 [0.927273,0.861538,0.985915,0.857143,1,0.842105]
f_measure
0.961679 [0.99115,0.90625,0.985915,0.913043,0.981132,0.947368]
f_measure
0.915107 [0.954955,0.813559,0.985915,0.901961,0.96,0.666667]
f_measure
0.956252 [0.973451,0.933333,0.971429,0.88,0.981132,1]
f_measure
0.96143 [0.982143,0.935484,0.957746,0.96,0.981132,0.888889]
f_measure
0.928592 [0.982143,0.861538,0.985915,0.780488,1,0.8]
f_measure
0.929378 [0.964286,0.825397,0.971429,0.833333,0.981132,1]
f_measure
0.95144 [0.962963,0.920635,1,0.862745,1,0.9]
f_measure
0.908906 [0.925926,0.80597,0.985915,0.833333,1,0.8]
f_measure
0.951172 [0.981818,0.892308,1,0.875,1,0.842105]
kappa
0.904364
kappa
0.952012
kappa
0.891027
kappa
0.945263
kappa
0.952069
kappa
0.911248
kappa
0.911105
kappa
0.938693
kappa
0.88413
kappa
0.938483
kb_relative_information_score
166.654894
kb_relative_information_score
173.4154
kb_relative_information_score
164.088666
kb_relative_information_score
173.283342
kb_relative_information_score
173.657532
kb_relative_information_score
166.581831
kb_relative_information_score
168.094891
kb_relative_information_score
171.754933
kb_relative_information_score
162.578354
kb_relative_information_score
170.269914
mean_absolute_error
0.026076
mean_absolute_error
0.013165
mean_absolute_error
0.031362
mean_absolute_error
0.015372
mean_absolute_error
0.012759
mean_absolute_error
0.026255
mean_absolute_error
0.025354
mean_absolute_error
0.017692
mean_absolute_error
0.034638
mean_absolute_error
0.018593
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
0.927064 [0.944444,0.8,1,0.875,1,0.888889]
precision
0.962875 [0.982456,0.878788,1,0.954545,0.962963,1]
precision
0.921824 [0.963636,0.857143,1,0.851852,1,0.571429]
precision
0.956678 [0.964912,0.933333,1,0.88,0.962963,1]
precision
0.962819 [0.982143,0.90625,0.971429,0.96,0.962963,1]
precision
0.938712 [0.982143,0.823529,1,0.941176,1,0.666667]
precision
0.931216 [0.964286,0.787879,1,0.869565,0.962963,1]
precision
0.953647 [1,0.878788,1,0.846154,1,0.9]
precision
0.913094 [0.961538,0.75,1,0.833333,1,0.8]
precision
0.952623 [1,0.852941,1,0.875,1,0.888889]
predictive_accuracy
0.923497
predictive_accuracy
0.961749
predictive_accuracy
0.912568
predictive_accuracy
0.956284
predictive_accuracy
0.961749
predictive_accuracy
0.928962
predictive_accuracy
0.928962
predictive_accuracy
0.95082
predictive_accuracy
0.907104
predictive_accuracy
0.95082
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
0.923497 [0.910714,0.933333,0.972222,0.84,1,0.8]
recall
0.961749 [1,0.935484,0.972222,0.875,1,0.9]
recall
0.912568 [0.946429,0.774194,0.972222,0.958333,0.923077,0.8]
recall
0.956284 [0.982143,0.933333,0.944444,0.88,1,1]
recall
0.961749 [0.982143,0.966667,0.944444,0.96,1,0.8]
recall
0.928962 [0.982143,0.903226,0.972222,0.666667,1,1]
recall
0.928962 [0.964286,0.866667,0.944444,0.8,1,1]
recall
0.95082 [0.928571,0.966667,1,0.88,1,0.9]
recall
0.907104 [0.892857,0.870968,0.972222,0.833333,1,0.8]
recall
0.95082 [0.964286,0.935484,1,0.875,1,0.8]
relative_absolute_error
0.097854
relative_absolute_error
0.049415
relative_absolute_error
0.117718
relative_absolute_error
0.057685
relative_absolute_error
0.047881
relative_absolute_error
0.098549
relative_absolute_error
0.095147
relative_absolute_error
0.066393
relative_absolute_error
0.130013
relative_absolute_error
0.069788
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
0.144951
root_mean_squared_error
0.111738
root_mean_squared_error
0.154814
root_mean_squared_error
0.117267
root_mean_squared_error
0.108579
root_mean_squared_error
0.146468
root_mean_squared_error
0.138512
root_mean_squared_error
0.129326
root_mean_squared_error
0.156962
root_mean_squared_error
0.126731
root_relative_squared_error
0.397219
root_relative_squared_error
0.306271
root_relative_squared_error
0.424343
root_relative_squared_error
0.321355
root_relative_squared_error
0.297548
root_relative_squared_error
0.401467
root_relative_squared_error
0.379575
root_relative_squared_error
0.354402
root_relative_squared_error
0.43023
root_relative_squared_error
0.347366
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
3040
usercpu_time_millis
2280
usercpu_time_millis
1300
usercpu_time_millis
3100
usercpu_time_millis
2290
usercpu_time_millis
2670
usercpu_time_millis
2630
usercpu_time_millis
2700
usercpu_time_millis
3150
usercpu_time_millis
1940
usercpu_time_millis_testing
40
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_training
3000
usercpu_time_millis_training
2250
usercpu_time_millis_training
1270
usercpu_time_millis_training
3070
usercpu_time_millis_training
2260
usercpu_time_millis_training
2640
usercpu_time_millis_training
2600
usercpu_time_millis_training
2670
usercpu_time_millis_training
3120
usercpu_time_millis_training
1910