Run
8861775

Run 8861775

Task 3763 (Supervised Classification) chscase_census6 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
0.4723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.0448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.467
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
0.5734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0788
Cross-validation details (10-fold Crossvalidation)