411868
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
1187
weka.Decorate(2)
2038
weka.classifiers.meta.Decorate -- -E 15 -R 1.0 -S 1 -I 50 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
E
15
1187
R
1.0
1187
S
1
1187
I
50
1187
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
1434981
description
https://api.openml.org/data/download/1434981/weka_generated_run6348912778980216870.xml
-1
1434984
model_readable
https://api.openml.org/data/download/1434984/WekaModel_weka.classifiers.meta.Decorate7428141585849616246.model
-1
1434983
model_serialized
https://api.openml.org/data/download/1434983/WekaSerialized_weka.classifiers.meta.Decorate3492929347370166203.model
-1
1434982
predictions
https://api.openml.org/data/download/1434982/weka_generated_predictions5793139632271656429.arff
area_under_roc_curve
0.465929 [0.517428,0.75,0.304924]
average_cost
0
f_measure
0.58541 [0.777778,0,0.121212]
kappa
-0.042723
kb_relative_information_score
-41.490604
mean_absolute_error
0.390023
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
0.557037 [0.7,0,0.222222]
predictive_accuracy
0.644444
prior_entropy
1.030501
recall
0.644444 [0.875,0,0.083333]
relative_absolute_error
1.358695
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.428315
root_relative_squared_error
1.140695
scimark_benchmark
943.4741 [554.960410480052, 1013.3867476860681, 483.88543266528814, 907.3866581455474, 1757.7512505720342]
total_cost
0
usercpu_time_millis
80
usercpu_time_millis_testing
0
usercpu_time_millis_training
80
area_under_roc_curve
0.5 [0.642857,0.0,0]
area_under_roc_curve
0.547619 [0.571429,0.0,0.464286]
area_under_roc_curve
0.746032 [0.857143,0.0,0.357143]
area_under_roc_curve
0.253968 [0.285714,0.0,0.142857]
area_under_roc_curve
0.407407 [0.444444,0.0,0.333333]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.444444 [0.444444,0.0,0.444444]
area_under_roc_curve
0.425926 [0.5,0.0,0.277778]
area_under_roc_curve
0.372354 [0.388889,0.875,0.071429]
area_under_roc_curve
0.429894 [0.388889,0.75,0.392857]
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
0.555556 [0.714286,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.622222 [0.8,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.738095 [0.857143,0,0.5]
f_measure
0.577778 [0.666667,0,0.4]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
-0.285714
kappa
0
kappa
-0.173913
kappa
0
kappa
-0.2
kappa
0.4
kappa
0.076923
kappa
-0.2
kappa
-0.16129
kappa
0
kb_relative_information_score
-5.660353
kb_relative_information_score
-4.394123
kb_relative_information_score
-4.704197
kb_relative_information_score
-5.420625
kb_relative_information_score
-4.685485
kb_relative_information_score
-3.808448
kb_relative_information_score
-4.458383
kb_relative_information_score
-4.234359
kb_relative_information_score
-2.310691
kb_relative_information_score
-1.813941
mean_absolute_error
0.392434
mean_absolute_error
0.356897
mean_absolute_error
0.367697
mean_absolute_error
0.384829
mean_absolute_error
0.403288
mean_absolute_error
0.381872
mean_absolute_error
0.400737
mean_absolute_error
0.395118
mean_absolute_error
0.414349
mean_absolute_error
0.403006
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
0.555556 [0.714286,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.583333 [0.75,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.416667 [0.625,0,0]
precision
0.833333 [0.75,0,1]
precision
0.611111 [0.666667,0,0.5]
precision
0.416667 [0.625,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.555556
predictive_accuracy
0.777778
predictive_accuracy
0.666667
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.555556
predictive_accuracy
0.555556
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
0.555556 [0.714286,0,0]
recall
0.777778 [1,0,0]
recall
0.666667 [0.857143,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.777778 [1,0,0.333333]
recall
0.555556 [0.666667,0,0.333333]
recall
0.555556 [0.833333,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.484039
relative_absolute_error
1.349651
relative_absolute_error
1.390493
relative_absolute_error
1.45528
relative_absolute_error
1.361097
relative_absolute_error
1.288817
relative_absolute_error
1.352486
relative_absolute_error
1.333524
relative_absolute_error
1.320344
relative_absolute_error
1.284198
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
0.429801
root_mean_squared_error
0.391815
root_mean_squared_error
0.405375
root_mean_squared_error
0.422631
root_mean_squared_error
0.445729
root_mean_squared_error
0.422002
root_mean_squared_error
0.437376
root_mean_squared_error
0.434842
root_mean_squared_error
0.452347
root_mean_squared_error
0.437703
root_relative_squared_error
1.249246
root_relative_squared_error
1.138835
root_relative_squared_error
1.178248
root_relative_squared_error
1.228405
root_relative_squared_error
1.149988
root_relative_squared_error
1.088772
root_relative_squared_error
1.128437
root_relative_squared_error
1.121899
root_relative_squared_error
1.104429
root_relative_squared_error
1.068675
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
120
usercpu_time_millis
40
usercpu_time_millis
80
usercpu_time_millis
50
usercpu_time_millis
70
usercpu_time_millis
50
usercpu_time_millis
70
usercpu_time_millis
70
usercpu_time_millis
50
usercpu_time_millis
70
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
120
usercpu_time_millis_training
40
usercpu_time_millis_training
80
usercpu_time_millis_training
50
usercpu_time_millis_training
70
usercpu_time_millis_training
50
usercpu_time_millis_training
70
usercpu_time_millis_training
70
usercpu_time_millis_training
50
usercpu_time_millis_training
70