Run
8876551

Run 8876551

Task 9963 (Supervised Classification) seismic-bumps 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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.7209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4885
Cross-validation details (10-fold Crossvalidation)