Run
8861815

Run 8861815

Task 3770 (Supervised Classification) chscase_census4 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.4743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4974
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
0.4633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.47
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.47
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0321
Cross-validation details (10-fold Crossvalidation)