Run
8861881

Run 8861881

Task 3777 (Supervised Classification) balloon 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
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
698.1917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3658
Cross-validation details (10-fold Crossvalidation)
Number of instances
2001
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8235
Cross-validation details (10-fold Crossvalidation)