474
1
Jan van Rijn
34
Supervised Classification
predictive_accuracy
67
weka.BayesNet_K2(1)
12
weka.classifiers.bayes.BayesNet -- -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5
D
true
67
Q
weka.classifiers.bayes.net.search.local.K2
67
P
1
68
S
BAYES
68
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
1016
description
https://api.openml.org/data/download/1016/weka_generated_run3632146734065415048.xml
-1
1017
predictions
https://api.openml.org/data/download/1017/weka_generated_predictions1165394176013881555.arff
area_under_roc_curve
0.399226 [0.408654,0.039773,0.40404]
average_cost
0
f_measure
0.625947 [0.826667,0,0.142857]
kappa
0.064
kb_relative_information_score
-5.347708
mean_absolute_error
0.291926
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
precision
0.645995 [0.72093,0,0.5]
predictive_accuracy
0.711111
prior_entropy
1.030501
recall
0.711111 [0.96875,0,0.083333]
relative_absolute_error
1.01696
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.404215
root_relative_squared_error
1.076511
scimark_benchmark
2007.5605059988316 [ 1256.6575112526627, 1623.3825970442385, 926.8380359598402, 1700.577390225178, 4530.346995512238 ]
total_cost
0
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.285714 [0.285714,0.0,0.285714]
area_under_roc_curve
0.142857 [0.142857,0.0,0.142857]
area_under_roc_curve
0.412698 [0.428571,0.0,0.357143]
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
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.648148 [0.666667,0.0,0.611111]
area_under_roc_curve
0.117725 [0.111111,0.25,0.071429]
area_under_roc_curve
0.246693 [0.277778,0.125,0.214286]
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
build_cpu_time
0
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0
build_cpu_time
0
build_cpu_time
0
build_cpu_time
0
build_cpu_time
0
build_cpu_time
0
build_cpu_time
0.001
f_measure
0.874074 [0.933333,0,0.666667]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.622222 [0.8,0,0]
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
0.738095 [0.857143,0,0.5]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
0.608696
kappa
0
kappa
0
kappa
-0.173913
kappa
-0.2
kappa
0
kappa
0
kappa
0.4
kappa
0
kappa
0
kb_relative_information_score
-0.596351
kb_relative_information_score
0.190378
kb_relative_information_score
-1.117061
kb_relative_information_score
-0.707686
kb_relative_information_score
-1.083663
kb_relative_information_score
-1.004662
kb_relative_information_score
-0.3943
kb_relative_information_score
0.826592
kb_relative_information_score
-0.767835
kb_relative_information_score
-0.693119
mean_absolute_error
0.272012
mean_absolute_error
0.251866
mean_absolute_error
0.281443
mean_absolute_error
0.267584
mean_absolute_error
0.314956
mean_absolute_error
0.311103
mean_absolute_error
0.302297
mean_absolute_error
0.269308
mean_absolute_error
0.32569
mean_absolute_error
0.322996
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
0.902778 [0.875,0,1]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.583333 [0.75,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.833333 [0.75,0,1]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.888889
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.666667
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.777778
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
0.888889 [1,0,0.5]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.666667 [0.857143,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.777778 [1,0,0.333333]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.028648
relative_absolute_error
0.952464
relative_absolute_error
1.064314
relative_absolute_error
1.011902
relative_absolute_error
1.062976
relative_absolute_error
1.049972
relative_absolute_error
1.020252
relative_absolute_error
0.908914
relative_absolute_error
1.037828
relative_absolute_error
1.029242
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
0.359264
root_mean_squared_error
0.363364
root_mean_squared_error
0.397586
root_mean_squared_error
0.384926
root_mean_squared_error
0.44079
root_mean_squared_error
0.409286
root_mean_squared_error
0.40297
root_mean_squared_error
0.374249
root_mean_squared_error
0.458508
root_mean_squared_error
0.438251
root_relative_squared_error
1.044223
root_relative_squared_error
1.056143
root_relative_squared_error
1.155609
root_relative_squared_error
1.118813
root_relative_squared_error
1.137245
root_relative_squared_error
1.055965
root_relative_squared_error
1.039671
root_relative_squared_error
0.965569
root_relative_squared_error
1.119471
root_relative_squared_error
1.070011
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