Run
460906

Run 460906

Task 4505 (Supervised Classification) fri_c3_500_50 Uploaded 03-07-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8905
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8188
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6314
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2658.1619
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2412
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8187
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8188
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8188
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4904
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3596
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7251
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
974.2014
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)