Run
8862668

Run 8862668

Task 3856 (Supervised Classification) kdd_ipums_la_97-small 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
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2531.5921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2889
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.466
Cross-validation details (10-fold Crossvalidation)
Number of instances
7019
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9504
Cross-validation details (10-fold Crossvalidation)
Recall
0.7108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.62
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0946
Cross-validation details (10-fold Crossvalidation)