Run
8863419

Run 8863419

Task 3917 (Supervised Classification) kc1 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
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.5421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1841
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.82
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8184
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1356
Cross-validation details (10-fold Crossvalidation)