Run
460559

Run 460559

Task 2146 (Supervised Classification) BNG(cmc) 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
0.7137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13477.968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3605
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.5417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
974.2014
UserCPU time millis
640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
450
Cross-validation details (10-fold Crossvalidation)