386905
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
1080
weka.NBTree(3)
1850
weka.classifiers.trees.NBTree
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
1349971
description
https://api.openml.org/data/download/1349971/weka_generated_run8243223799980966418.xml
-1
1349974
model_readable
https://api.openml.org/data/download/1349974/WekaModel_weka.classifiers.trees.NBTree2265252379991406855.model
-1
1349973
model_serialized
https://api.openml.org/data/download/1349973/WekaSerialized_weka.classifiers.trees.NBTree8545683366576386590.model
-1
1349972
predictions
https://api.openml.org/data/download/1349972/weka_generated_predictions8412805295637302169.arff
area_under_roc_curve
0.414109 [0.422776,0.170455,0.411301]
average_cost
0
f_measure
0.603712 [0.821192,0,0.074074]
kappa
0.012195
kb_relative_information_score
-2.975295
mean_absolute_error
0.286092
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
0.595658 [0.712644,0,0.333333]
predictive_accuracy
0.7
prior_entropy
1.030501
recall
0.7 [0.96875,0,0.041667]
relative_absolute_error
0.996637
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.400147
root_relative_squared_error
1.065677
scimark_benchmark
928.81353 [498.6393847106874, 1014.1867954103211, 474.267552947349, 909.9062692880296, 1747.0676455404612]
total_cost
0
usercpu_time_millis
40
usercpu_time_millis_testing
0
usercpu_time_millis_training
40
area_under_roc_curve
0.444444 [0.428571,0.0,0.5]
area_under_roc_curve
0.535714 [0.535714,0.0,0.535714]
area_under_roc_curve
0.031746 [0,0.0,0.142857]
area_under_roc_curve
0.484127 [0.5,0.0,0.428571]
area_under_roc_curve
0.425926 [0.444444,0.0,0.388889]
area_under_roc_curve
0.296296 [0.277778,0.0,0.333333]
area_under_roc_curve
0.537037 [0.555556,0.0,0.5]
area_under_roc_curve
0.592593 [0.611111,0.0,0.555556]
area_under_roc_curve
0.103836 [0.111111,0.125,0.071429]
area_under_roc_curve
0.305556 [0.333333,0.75,0]
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
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
0.646154 [0.769231,0,0.4]
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
0.181818
kappa
0
kappa
0
kb_relative_information_score
-0.443198
kb_relative_information_score
1.604635
kb_relative_information_score
-1.015811
kb_relative_information_score
-0.553502
kb_relative_information_score
-0.914204
kb_relative_information_score
-0.835095
kb_relative_information_score
-0.335981
kb_relative_information_score
0.789147
kb_relative_information_score
-0.503058
kb_relative_information_score
-0.768229
mean_absolute_error
0.268844
mean_absolute_error
0.19832
mean_absolute_error
0.278513
mean_absolute_error
0.262221
mean_absolute_error
0.314052
mean_absolute_error
0.30657
mean_absolute_error
0.300427
mean_absolute_error
0.273727
mean_absolute_error
0.320098
mean_absolute_error
0.338146
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
0.642857 [0.714286,0,0.5]
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 [0.833333,0,0.333333]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.016666
relative_absolute_error
0.749974
relative_absolute_error
1.053233
relative_absolute_error
0.991623
relative_absolute_error
1.059925
relative_absolute_error
1.034674
relative_absolute_error
1.013941
relative_absolute_error
0.923827
relative_absolute_error
1.020006
relative_absolute_error
1.077517
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
0.356328
root_mean_squared_error
0.337253
root_mean_squared_error
0.394968
root_mean_squared_error
0.3741
root_mean_squared_error
0.427225
root_mean_squared_error
0.406507
root_mean_squared_error
0.401619
root_mean_squared_error
0.37348
root_mean_squared_error
0.453665
root_mean_squared_error
0.458423
root_relative_squared_error
1.035692
root_relative_squared_error
0.980249
root_relative_squared_error
1.148
root_relative_squared_error
1.087347
root_relative_squared_error
1.102247
root_relative_squared_error
1.048795
root_relative_squared_error
1.036183
root_relative_squared_error
0.963584
root_relative_squared_error
1.107647
root_relative_squared_error
1.119263
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
40
usercpu_time_millis
40
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
60
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
40
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
60