Run
8869370

Run 8869370

Task 146197 (Supervised Classification) dna 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
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2587.5834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.41
Cross-validation details (10-fold Crossvalidation)
Number of instances
3186
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.48
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4527
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4848
Cross-validation details (10-fold Crossvalidation)