Run
8876829

Run 8876829

Task 145959 (Supervised Classification) balance-scale 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
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
294.9261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6383
Cross-validation details (10-fold Crossvalidation)