272505
2
Joaquin Vanschoren
1799
Supervised Classification
predictive_accuracy
1244
weka.FilteredClassifier_Discretize_J48(4)
2166
weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.supervised.attribute.Discretize -R first-last -precision 6" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
C
0.25
1068
M
2
1068
F
weka.filters.supervised.attribute.Discretize
1244
W
weka.classifiers.trees.J48
1244
R
first-last
1245
precision
6
1245
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
912388
description
https://api.openml.org/data/download/912388/weka_generated_run7025749798556405207.xml
-1
912391
model_readable
https://api.openml.org/data/download/912391/WekaModel_weka.classifiers.meta.FilteredClassifier4611598297749991656.model
-1
912390
model_serialized
https://api.openml.org/data/download/912390/WekaSerialized_weka.classifiers.meta.FilteredClassifier98525961121851626.model
-1
912389
predictions
https://api.openml.org/data/download/912389/weka_generated_predictions8356205878902842006.arff
area_under_roc_curve
0.969045 [0.976571,0.931611,0.985223,0.937521,0.997049,0.98726]
average_cost
0
f_measure
0.91812 [0.946181,0.834646,0.972222,0.824324,0.988462,0.867725]
kappa
0.898252
kb_relative_information_score
1642.627581
mean_absolute_error
0.032401
mean_prior_absolute_error
0.266447
number_of_instances
1830 [560,305,360,245,260,100]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.920711 [0.920608,0.80303,0.972222,0.919598,0.988462,0.921348]
predictive_accuracy
0.919126
prior_entropy
2.437791
recall
0.919126 [0.973214,0.868852,0.972222,0.746939,0.988462,0.82]
relative_absolute_error
0.121603
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.147331
root_relative_squared_error
0.403788
scimark_benchmark
1322.496814 [793.1972413824591, 993.275748022838, 531.5553634349574, 1092.2667317708372, 3202.188983850141]
total_cost
0
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
area_under_roc_curve
0.973875 [0.97926,0.94695,0.98271,0.947089,0.996815,1]
area_under_roc_curve
0.964008 [0.971386,0.888264,0.98271,0.967243,0.996815,0.99711]
area_under_roc_curve
0.968722 [0.984252,0.912882,0.98271,0.936714,1,1]
area_under_roc_curve
0.962229 [0.984252,0.939325,0.950302,0.903165,1,1]
area_under_roc_curve
0.973063 [0.97926,0.939869,0.996599,0.926329,1,1]
area_under_roc_curve
0.950811 [0.970332,0.922114,0.999055,0.820624,0.980769,0.991329]
area_under_roc_curve
0.984106 [0.990368,0.969063,0.993197,0.972152,1,0.95]
area_under_roc_curve
0.956414 [0.95135,0.94793,0.958333,0.937342,0.996815,0.945954]
area_under_roc_curve
0.97784 [0.962598,0.95225,0.993197,0.995021,0.999755,0.989017]
area_under_roc_curve
0.972682 [0.978768,0.905136,0.999433,0.966457,0.999755,0.996243]
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
0.898424 [0.964912,0.782609,0.972222,0.7,0.981132,0.888889]
f_measure
0.921528 [0.948276,0.819672,0.972222,0.837209,0.981132,0.952381]
f_measure
0.916343 [0.965517,0.8125,0.972222,0.772727,1,0.888889]
f_measure
0.912588 [0.965517,0.793103,0.941176,0.814815,1,0.888889]
f_measure
0.938997 [0.964912,0.870968,0.986301,0.851064,1,0.888889]
f_measure
0.916395 [0.955752,0.830769,0.986301,0.780488,0.980392,0.869565]
f_measure
0.907827 [0.909091,0.885246,0.972973,0.75,1,0.888889]
f_measure
0.905445 [0.904348,0.848485,0.956522,0.93617,0.981132,0.625]
f_measure
0.9453 [0.936937,0.90625,0.972973,0.978723,0.980392,0.842105]
f_measure
0.910558 [0.948276,0.8,0.986301,0.780488,0.980392,0.9]
kappa
0.876249
kappa
0.903811
kappa
0.896704
kappa
0.890156
kappa
0.924445
kappa
0.897279
kappa
0.889175
kappa
0.883067
kappa
0.931527
kappa
0.889863
kb_relative_information_score
164.600145
kb_relative_information_score
165.243895
kb_relative_information_score
165.090724
kb_relative_information_score
162.900003
kb_relative_information_score
168.815632
kb_relative_information_score
162.05223
kb_relative_information_score
165.16079
kb_relative_information_score
161.669026
kb_relative_information_score
167.682671
kb_relative_information_score
159.412467
mean_absolute_error
0.033844
mean_absolute_error
0.030018
mean_absolute_error
0.032189
mean_absolute_error
0.038115
mean_absolute_error
0.027907
mean_absolute_error
0.036486
mean_absolute_error
0.029437
mean_absolute_error
0.031168
mean_absolute_error
0.026919
mean_absolute_error
0.037926
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
0.913896 [0.948276,0.692308,0.972222,0.933333,0.962963,1]
precision
0.923669 [0.916667,0.833333,0.972222,0.947368,0.962963,0.909091]
precision
0.91853 [0.933333,0.787879,0.972222,0.85,1,1]
precision
0.91735 [0.933333,0.821429,1,0.758621,1,1]
precision
0.940821 [0.948276,0.84375,0.972973,0.909091,1,1]
precision
0.923376 [0.947368,0.794118,0.972973,0.941176,1,0.769231]
precision
0.921415 [0.846154,0.870968,0.947368,1,1,1]
precision
0.912894 [0.881356,0.777778,1,1,0.962963,0.833333]
precision
0.94635 [0.945455,0.878788,0.947368,1,1,0.888889]
precision
0.916145 [0.916667,0.764706,0.972973,0.941176,1,0.9]
predictive_accuracy
0.901639
predictive_accuracy
0.923497
predictive_accuracy
0.918033
predictive_accuracy
0.912568
predictive_accuracy
0.939891
predictive_accuracy
0.918033
predictive_accuracy
0.912568
predictive_accuracy
0.907104
predictive_accuracy
0.945355
predictive_accuracy
0.912568
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
0.901639 [0.982143,0.9,0.972222,0.56,1,0.8]
recall
0.923497 [0.982143,0.806452,0.972222,0.75,1,1]
recall
0.918033 [1,0.83871,0.972222,0.708333,1,0.8]
recall
0.912568 [1,0.766667,0.888889,0.88,1,0.8]
recall
0.939891 [0.982143,0.9,1,0.8,1,0.8]
recall
0.918033 [0.964286,0.870968,1,0.666667,0.961538,1]
recall
0.912568 [0.982143,0.9,1,0.6,1,0.8]
recall
0.907104 [0.928571,0.933333,0.916667,0.88,1,0.5]
recall
0.945355 [0.928571,0.935484,1,0.958333,0.961538,0.8]
recall
0.912568 [0.982143,0.83871,1,0.666667,0.961538,0.9]
relative_absolute_error
0.127005
relative_absolute_error
0.112674
relative_absolute_error
0.120822
relative_absolute_error
0.143033
relative_absolute_error
0.104725
relative_absolute_error
0.136951
relative_absolute_error
0.110466
relative_absolute_error
0.116962
relative_absolute_error
0.101042
relative_absolute_error
0.142355
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
0.146036
root_mean_squared_error
0.150776
root_mean_squared_error
0.143606
root_mean_squared_error
0.149965
root_mean_squared_error
0.124128
root_mean_squared_error
0.159489
root_mean_squared_error
0.136758
root_mean_squared_error
0.165931
root_mean_squared_error
0.130323
root_mean_squared_error
0.160714
root_relative_squared_error
0.400194
root_relative_squared_error
0.413274
root_relative_squared_error
0.393622
root_relative_squared_error
0.410961
root_relative_squared_error
0.340158
root_relative_squared_error
0.437157
root_relative_squared_error
0.374768
root_relative_squared_error
0.454713
root_relative_squared_error
0.357213
root_relative_squared_error
0.440515
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
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
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_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
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
0