Run
8862167

Run 8862167

Task 3804 (Supervised Classification) lowbwt Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.7972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.485
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7195
Cross-validation details (10-fold Crossvalidation)