Run
8865356

Run 8865356

Task 145912 (Supervised Classification) autoUniv-au1-1000 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
0.6686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.1107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3591
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.935
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9719
Cross-validation details (10-fold Crossvalidation)