Run
8861967

Run 8861967

Task 3783 (Supervised Classification) fri_c2_500_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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.67
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9767
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8509
Cross-validation details (10-fold Crossvalidation)