Run
8867851

Run 8867851

Task 3491 (Supervised Classification) hayes-roth 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
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.6133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2326
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.6688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8099
Cross-validation details (10-fold Crossvalidation)