Run
8876034

Run 8876034

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
602.0859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1083
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
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4893
Cross-validation details (10-fold Crossvalidation)