Run
8858824

Run 8858824

Task 42 (Supervised Classification) haberman 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
0.6164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.8416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3488
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9986
Cross-validation details (10-fold Crossvalidation)