Run
8864710

Run 8864710

Task 10097 (Supervised Classification) PieChart1 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
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-844.9
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Number of instances
705
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4287
Cross-validation details (10-fold Crossvalidation)
Recall
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3914
Cross-validation details (10-fold Crossvalidation)