Run
8861768

Run 8861768

Task 3763 (Supervised Classification) chscase_census6 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
0.4694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.0109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4645
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1052
Cross-validation details (10-fold Crossvalidation)