Run
8876917

Run 8876917

Task 146196 (Supervised Classification) corral Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-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
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.4319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4923
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.989
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6108
Cross-validation details (10-fold Crossvalidation)