Run
8868271

Run 8868271

Task 3770 (Supervised Classification) chscase_census4 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
0.472
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.6224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.5225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.52
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0404
Cross-validation details (10-fold Crossvalidation)