Run
8876107

Run 8876107

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

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-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
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
490.5712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1698
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
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3729
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.625
Cross-validation details (10-fold Crossvalidation)