Run
8861448

Run 8861448

Task 3728 (Supervised Classification) sleuth_ex2015 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
0.7172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.8832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3099
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4952
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9932
Cross-validation details (10-fold Crossvalidation)
Recall
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0042
Cross-validation details (10-fold Crossvalidation)