Run
8861212

Run 8861212

Task 3710 (Supervised Classification) fri_c0_1000_10 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
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
477.5991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6763
Cross-validation details (10-fold Crossvalidation)