Run
8860468

Run 8860468

Task 3623 (Supervised Classification) meta Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.7233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-471.0969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2439
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1848
Cross-validation details (10-fold Crossvalidation)
Number of instances
528
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4808
Cross-validation details (10-fold Crossvalidation)
Recall
0.7462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4133
Cross-validation details (10-fold Crossvalidation)