Run
8872287

Run 8872287

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

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
494.2885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1644
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
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6381
Cross-validation details (10-fold Crossvalidation)