Run
8858664

Run 8858664

Task 27 (Supervised Classification) colic 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
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.3904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8429
Cross-validation details (10-fold Crossvalidation)