Run
8865682

Run 8865682

Task 145835 (Supervised Classification) blogger 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
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.9946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3404
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9056
Cross-validation details (10-fold Crossvalidation)