Run
8877184

Run 8877184

Task 3491 (Supervised Classification) hayes-roth Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.5524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2312
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
0.6677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.6625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8039
Cross-validation details (10-fold Crossvalidation)