Run
8865021

Run 8865021

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-NaiveBayes.kf

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1279.0252
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.153
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
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6623
Cross-validation details (10-fold Crossvalidation)