Run
8866774

Run 8866774

Task 145898 (Supervised Classification) volcanoes-b3 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
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1083.0331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Number of instances
10386
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2894
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9336
Cross-validation details (10-fold Crossvalidation)