Run
8876752

Run 8876752

Task 145894 (Supervised Classification) volcanoes-a3 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
419.7778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0533
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8637
Cross-validation details (10-fold Crossvalidation)