Run
8867853

Run 8867853

Task 3537 (Supervised Classification) analcatdata_broadway Uploaded 01-03-2018 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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.4686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1904
Cross-validation details (10-fold Crossvalidation)
Number of instances
95
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9368
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4325
Cross-validation details (10-fold Crossvalidation)
Recall
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3032
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5353
Cross-validation details (10-fold Crossvalidation)