Run
8861248

Run 8861248

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
595.033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4553
Cross-validation details (10-fold Crossvalidation)
Number of instances
782
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5128
Cross-validation details (10-fold Crossvalidation)