Run
8860143

Run 8860143

Task 3594 (Supervised Classification) analcatdata_supreme 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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3195.5984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0831
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3645
Cross-validation details (10-fold Crossvalidation)
Number of instances
4052
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7946
Cross-validation details (10-fold Crossvalidation)
Recall
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4169
Cross-validation details (10-fold Crossvalidation)