Run
8864617

Run 8864617

Task 145802 (Supervised Classification) sonar Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.1119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2696
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9698
Cross-validation details (10-fold Crossvalidation)