Run
8866832

Run 8866832

Task 145907 (Supervised Classification) volcanoes-e1 Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11.7415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0562
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0649
Cross-validation details (10-fold Crossvalidation)
Number of instances
1183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5841
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9593
Cross-validation details (10-fold Crossvalidation)