Run
8887804

Run 8887804

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
618.2121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1034
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4827
Cross-validation details (10-fold Crossvalidation)