Run
8866765

Run 8866765

Task 145896 (Supervised Classification) volcanoes-b1 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
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-559.4365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10176
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9609
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2974
Cross-validation details (10-fold Crossvalidation)
Recall
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9236
Cross-validation details (10-fold Crossvalidation)