Run
8859856

Run 8859856

Task 3564 (Supervised Classification) analcatdata_germangss 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
0.5803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.5225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.38
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.38
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8759
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0144
Cross-validation details (10-fold Crossvalidation)