Run
8863425

Run 8863425

Task 3904 (Supervised Classification) jm1 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
0.6857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2653.0523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1079
Cross-validation details (10-fold Crossvalidation)