Run
8862592

Run 8862592

Task 3851 (Supervised Classification) fl2000 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
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3239
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4757
Cross-validation details (10-fold Crossvalidation)
Number of instances
67
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9656
Cross-validation details (10-fold Crossvalidation)
Recall
0.7015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4873
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0981
Cross-validation details (10-fold Crossvalidation)