Run
8879147

Run 8879147

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-KStar.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
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.6255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.178
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
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5792
Cross-validation details (10-fold Crossvalidation)