Run
8862078

Run 8862078

Task 3796 (Supervised Classification) fri_c4_250_25 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
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.7442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3806
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9397
Cross-validation details (10-fold Crossvalidation)