415804
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
1192
weka.MultiBoostAB_DecisionStump(3)
2046
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 10 -W weka.classifiers.trees.DecisionStump
C
3
1192
P
100
1192
S
1
1192
I
10
1192
W
weka.classifiers.trees.DecisionStump
1192
study_1
weka
weka_3.7.12
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
1450661
description
https://api.openml.org/data/download/1450661/weka_generated_run2415773702786372508.xml
-1
1450664
model_readable
https://api.openml.org/data/download/1450664/WekaModel_weka.classifiers.meta.MultiBoostAB477243391456913497.model
-1
1450663
model_serialized
https://api.openml.org/data/download/1450663/WekaSerialized_weka.classifiers.meta.MultiBoostAB2817634717122298024.model
-1
1450662
predictions
https://api.openml.org/data/download/1450662/weka_generated_predictions7069197418750339488.arff
area_under_roc_curve
0.452927 [0.451322,0.147727,0.482639]
average_cost
0
f_measure
0.585621 [0.823529,0,0]
kappa
-0.021008
kb_relative_information_score
-9.24967
mean_absolute_error
0.28797
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.503371 [0.707865,0,0]
predictive_accuracy
0.7
prior_entropy
1.030501
recall
0.7 [0.984375,0,0]
relative_absolute_error
1.003182
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.424149
root_relative_squared_error
1.129598
scimark_benchmark
935.60515 [559.2307353210181, 1011.2595505536781, 441.50569840720266, 910.5383976697751, 1755.4913676401159]
total_cost
0
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
area_under_roc_curve
0.607143 [0.607143,0.0,0.607143]
area_under_roc_curve
0.357143 [0.357143,0.0,0.357143]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.678571 [0.678571,0.0,0.678571]
area_under_roc_curve
0.277778 [0.277778,0.0,0.277778]
area_under_roc_curve
0.472222 [0.472222,0.0,0.472222]
area_under_roc_curve
0.75 [0.75,0.0,0.75]
area_under_roc_curve
0.509259 [0.5,0.0,0.527778]
area_under_roc_curve
0.264881 [0.25,0.3125,0.285714]
area_under_roc_curve
0.264881 [0.25,0.3125,0.285714]
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
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.2
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-3.526934
kb_relative_information_score
1.972028
kb_relative_information_score
-3.195966
kb_relative_information_score
-3.535789
kb_relative_information_score
-0.057201
kb_relative_information_score
1.533811
kb_relative_information_score
-3.095596
kb_relative_information_score
-2.988801
kb_relative_information_score
1.956714
kb_relative_information_score
1.688063
mean_absolute_error
0.335168
mean_absolute_error
0.179538
mean_absolute_error
0.32908
mean_absolute_error
0.335247
mean_absolute_error
0.278297
mean_absolute_error
0.230554
mean_absolute_error
0.361018
mean_absolute_error
0.359377
mean_absolute_error
0.228986
mean_absolute_error
0.242439
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.313819
mean_prior_absolute_error
0.313819
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,1,2]
number_of_instances
9 [6,1,2]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.267482
relative_absolute_error
0.678945
relative_absolute_error
1.244459
relative_absolute_error
1.267778
relative_absolute_error
0.939252
relative_absolute_error
0.778119
relative_absolute_error
1.218434
relative_absolute_error
1.212899
relative_absolute_error
0.729675
relative_absolute_error
0.772544
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.409576
root_mean_prior_squared_error
0.409576
root_mean_squared_error
0.376737
root_mean_squared_error
0.380818
root_mean_squared_error
0.374895
root_mean_squared_error
0.376508
root_mean_squared_error
0.497456
root_mean_squared_error
0.461998
root_mean_squared_error
0.410586
root_mean_squared_error
0.411293
root_mean_squared_error
0.468391
root_mean_squared_error
0.460136
root_relative_squared_error
1.095009
root_relative_squared_error
1.106871
root_relative_squared_error
1.089657
root_relative_squared_error
1.094346
root_relative_squared_error
1.283446
root_relative_squared_error
1.191963
root_relative_squared_error
1.05932
root_relative_squared_error
1.061143
root_relative_squared_error
1.143602
root_relative_squared_error
1.123447
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
0
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
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0