Run
8866747

Run 8866747

Task 27 (Supervised Classification) colic Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.8029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2325
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
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8786
Cross-validation details (10-fold Crossvalidation)