Run
8875679

Run 8875679

Task 27 (Supervised Classification) colic 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
0.8467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.1472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2602
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
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7619
Cross-validation details (10-fold Crossvalidation)