Run
8869416

Run 8869416

Task 146233 (Supervised Classification) allbp Uploaded 01-03-2018 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
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0336
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0556
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2783
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1663
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8413
Cross-validation details (10-fold Crossvalidation)