Run
8861204

Run 8861204

Task 3702 (Supervised Classification) fri_c1_1000_50 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
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.0725
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3974
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9198
Cross-validation details (10-fold Crossvalidation)