Run
8866540

Run 8866540

Task 145893 (Supervised Classification) volcanoes-a2 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
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.398
Cross-validation details (10-fold Crossvalidation)
KB relative information score
449.618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0492
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Number of instances
1623
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6454
Cross-validation details (10-fold Crossvalidation)
Recall
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8585
Cross-validation details (10-fold Crossvalidation)