Run
8866808

Run 8866808

Task 145900 (Supervised Classification) volcanoes-b5 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
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-528.776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Number of instances
9989
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.305
Cross-validation details (10-fold Crossvalidation)
Recall
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1233
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9261
Cross-validation details (10-fold Crossvalidation)