Run
8865581

Run 8865581

Task 145803 (Supervised Classification) splice 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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2848.192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0534
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3695
Cross-validation details (10-fold Crossvalidation)