Run
8862568

Run 8862568

Task 3847 (Supervised Classification) analcatdata_draft 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
0.5802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-186.639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1626
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1614
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9126
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4354
Cross-validation details (10-fold Crossvalidation)
Recall
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2825
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.019
Cross-validation details (10-fold Crossvalidation)