Run
8866907

Run 8866907

Task 145906 (Supervised Classification) volcanoes-d4 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
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1575
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2057.4058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0415
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0438
Cross-validation details (10-fold Crossvalidation)
Number of instances
8654
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4187
Cross-validation details (10-fold Crossvalidation)
Recall
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1478
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1455
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9844
Cross-validation details (10-fold Crossvalidation)