Run
1664653

Run 1664653

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.BayesNet(1)Weka implementation of BayesNet
weka.BayesNet(1)_Dtrue
weka.BayesNet(1)_Qweka.classifiers.bayes.net.search.local.K2

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.

17 Evaluation measures

Area under ROC curve
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1542.0833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0991
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4576
Cross-validation details (10-fold Crossvalidation)