Run
8861937

Run 8861937

Task 3780 (Supervised Classification) fri_c1_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
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9261
Cross-validation details (10-fold Crossvalidation)