Run
8866533

Run 8866533

Task 145892 (Supervised Classification) volcanoes-a1 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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
908.57
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0481
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Number of instances
3252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8554
Cross-validation details (10-fold Crossvalidation)