438
1
Jan van Rijn
38
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
39
ecoli
https://www.openml.org/data/download/39/dataset_39_ecoli.arff
-1
944
description
https://api.openml.org/data/download/944/weka_generated_run6736002637262960669.xml
-1
945
predictions
https://api.openml.org/data/download/945/weka_generated_predictions4110779697551378939.arff
area_under_roc_curve
0.970446 [0.990887,0.958406,0.963942,0.932321,0.984177,0.995166,0.965569,0.614521]
average_cost
0
f_measure
0.81149 [0.939929,0.792683,0.785714,0.533333,0.702703,0.727273,0,0]
kappa
0.749468
kb_relative_information_score
247.748979
mean_absolute_error
0.053295
mean_prior_absolute_error
0.182785
number_of_instances
336 [143,77,52,35,20,5,2,2]
os_information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
precision
0.81113 [0.95,0.747126,0.733333,0.64,0.764706,0.666667,0,0]
predictive_accuracy
0.818452
prior_entropy
2.235317
recall
0.818452 [0.93007,0.844156,0.846154,0.457143,0.65,0.8,0,0]
relative_absolute_error
0.291572
root_mean_prior_squared_error
0.301619
root_mean_squared_error
0.174866
root_relative_squared_error
0.579758
scimark_benchmark
2014.3066317971584 [ 1263.0273262605751, 1625.4364961166596, 930.8555356714812, 1710.564405259615, 4541.649395677462 ]
total_cost
0
area_under_roc_curve
0.998944 [1,0.997596,1,0.995833,1,0.0,0.0,0.0]
area_under_roc_curve
0.986123 [1,0.986772,0.962069,0.991667,0.921875,1,0.0,0.0]
area_under_roc_curve
0.960397 [0.996429,0.941799,0.965517,0.945833,1,1,0.0,0.5]
area_under_roc_curve
0.980625 [1,0.955026,1,0.929167,1,1,0.0,0.939394]
area_under_roc_curve
0.963087 [0.975,0.985577,0.862069,0.975,1,1,0.0,0.0]
area_under_roc_curve
0.978924 [0.992857,0.985577,0.931034,0.978495,0.984375,1,0.939394,0.0]
area_under_roc_curve
0.960738 [0.984962,0.91,0.985714,0.944444,0.967742,0.0,0.9375,0.0]
area_under_roc_curve
0.985891 [1,0.975,1,0.922222,0.983871,0.0,0.0,0.0]
area_under_roc_curve
0.942332 [0.960526,0.91,0.975309,0.85,0.983871,0.0,0.0,0.0]
area_under_roc_curve
0.982424 [0.988889,0.99,1,0.888889,1,0.0,0.0,0.0]
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
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.002
f_measure
0.911911 [0.965517,0.933333,0.833333,0.888889,0.666667,0,0,0]
f_measure
0.821004 [0.965517,0.823529,0.6,0.666667,0.5,1,0,0]
f_measure
0.784649 [0.962963,0.705882,0.727273,0.571429,0.666667,1,0,0]
f_measure
0.827317 [1,0.75,0.909091,0.333333,1,1,0,0]
f_measure
0.804025 [0.928571,0.842105,0.8,0.4,1,0,0,0]
f_measure
0.777194 [0.928571,0.823529,0.727273,0.4,0.666667,0.666667,0,0]
f_measure
0.727273 [0.928571,0.625,0.8,0.4,0.4,0,0,0]
f_measure
0.904563 [0.965517,0.875,1,0.666667,0.666667,0,0,0]
f_measure
0.694532 [0.827586,0.666667,0.666667,0.333333,0.5,0,0,0]
f_measure
0.847719 [0.928571,0.875,0.769231,0.4,1,0,0,0]
kappa
0.877551
kappa
0.756563
kappa
0.722934
kappa
0.800937
kappa
0.756853
kappa
0.71934
kappa
0.625
kappa
0.871094
kappa
0.573643
kappa
0.788462
kb_relative_information_score
27.992028
kb_relative_information_score
25.514069
kb_relative_information_score
25.210851
kb_relative_information_score
26.858978
kb_relative_information_score
27.155544
kb_relative_information_score
25.514819
kb_relative_information_score
21.506732
kb_relative_information_score
25.25606
kb_relative_information_score
18.807119
kb_relative_information_score
23.93278
mean_absolute_error
0.031614
mean_absolute_error
0.052374
mean_absolute_error
0.063779
mean_absolute_error
0.049886
mean_absolute_error
0.046318
mean_absolute_error
0.055463
mean_absolute_error
0.068491
mean_absolute_error
0.039244
mean_absolute_error
0.078573
mean_absolute_error
0.047823
mean_prior_absolute_error
0.180852
mean_prior_absolute_error
0.182391
mean_prior_absolute_error
0.185405
mean_prior_absolute_error
0.185405
mean_prior_absolute_error
0.183802
mean_prior_absolute_error
0.184508
mean_prior_absolute_error
0.182655
mean_prior_absolute_error
0.181554
mean_prior_absolute_error
0.181554
mean_prior_absolute_error
0.17955
number_of_instances
34 [15,8,5,4,2,0,0,0]
number_of_instances
34 [15,7,5,4,2,1,0,0]
number_of_instances
34 [14,7,5,4,2,1,0,1]
number_of_instances
34 [14,7,5,4,2,1,0,1]
number_of_instances
34 [14,8,5,4,2,1,0,0]
number_of_instances
34 [14,8,5,3,2,1,1,0]
number_of_instances
33 [14,8,5,3,2,0,1,0]
number_of_instances
33 [14,8,6,3,2,0,0,0]
number_of_instances
33 [14,8,6,3,2,0,0,0]
number_of_instances
33 [15,8,5,3,2,0,0,0]
precision
0.934454 [1,1,0.714286,0.8,1,0,0,0]
precision
0.85 [1,0.7,0.6,1,0.5,1,0,0]
precision
0.8 [1,0.6,0.666667,0.666667,1,1,0,0]
precision
0.818627 [1,0.666667,0.833333,0.5,1,1,0,0]
precision
0.847594 [0.928571,0.727273,0.8,1,1,0,0,0]
precision
0.781046 [0.928571,0.777778,0.666667,0.5,1,0.5,0,0]
precision
0.732323 [0.928571,0.625,0.8,0.5,0.333333,0,0,0]
precision
0.911111 [0.933333,0.875,1,0.666667,1,0,0,0]
precision
0.694372 [0.8,0.714286,0.666667,0.333333,0.5,0,0,0]
precision
0.867424 [1,0.875,0.625,0.5,1,0,0,0]
predictive_accuracy
0.911765
predictive_accuracy
0.823529
predictive_accuracy
0.794118
predictive_accuracy
0.852941
predictive_accuracy
0.823529
predictive_accuracy
0.794118
predictive_accuracy
0.727273
predictive_accuracy
0.909091
predictive_accuracy
0.69697
predictive_accuracy
0.848485
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
recall
0.911765 [0.933333,0.875,1,1,0.5,0,0,0]
recall
0.823529 [0.933333,1,0.6,0.5,0.5,1,0,0]
recall
0.794118 [0.928571,0.857143,0.8,0.5,0.5,1,0,0]
recall
0.852941 [1,0.857143,1,0.25,1,1,0,0]
recall
0.823529 [0.928571,1,0.8,0.25,1,0,0,0]
recall
0.794118 [0.928571,0.875,0.8,0.333333,0.5,1,0,0]
recall
0.727273 [0.928571,0.625,0.8,0.333333,0.5,0,0,0]
recall
0.909091 [1,0.875,1,0.666667,0.5,0,0,0]
recall
0.69697 [0.857143,0.625,0.666667,0.333333,0.5,0,0,0]
recall
0.848485 [0.866667,0.875,1,0.333333,1,0,0,0]
relative_absolute_error
0.174807
relative_absolute_error
0.287151
relative_absolute_error
0.343997
relative_absolute_error
0.269064
relative_absolute_error
0.251997
relative_absolute_error
0.300598
relative_absolute_error
0.374976
relative_absolute_error
0.216159
relative_absolute_error
0.43278
relative_absolute_error
0.266351
root_mean_prior_squared_error
0.298399
root_mean_prior_squared_error
0.300966
root_mean_prior_squared_error
0.305932
root_mean_prior_squared_error
0.305932
root_mean_prior_squared_error
0.303301
root_mean_prior_squared_error
0.304462
root_mean_prior_squared_error
0.301404
root_mean_prior_squared_error
0.299572
root_mean_prior_squared_error
0.299572
root_mean_prior_squared_error
0.296208
root_mean_squared_error
0.108217
root_mean_squared_error
0.164245
root_mean_squared_error
0.182341
root_mean_squared_error
0.166847
root_mean_squared_error
0.165797
root_mean_squared_error
0.182939
root_mean_squared_error
0.209406
root_mean_squared_error
0.136865
root_mean_squared_error
0.237076
root_mean_squared_error
0.164179
root_relative_squared_error
0.362657
root_relative_squared_error
0.545726
root_relative_squared_error
0.596016
root_relative_squared_error
0.545371
root_relative_squared_error
0.54664
root_relative_squared_error
0.600861
root_relative_squared_error
0.694768
root_relative_squared_error
0.45687
root_relative_squared_error
0.791384
root_relative_squared_error
0.554269
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