Run
8866849

Run 8866849

Task 145909 (Supervised Classification) volcanoes-e3 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
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.1135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0547
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9594
Cross-validation details (10-fold Crossvalidation)