Run
8860045

Run 8860045

Task 3589 (Supervised Classification) fri_c4_1000_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
0.6861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.8076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4249
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
0.6452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9595
Cross-validation details (10-fold Crossvalidation)