Run
8868177

Run 8868177

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 01-03-2018 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
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.64
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.5318
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.82
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.82
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6455
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8627
Cross-validation details (10-fold Crossvalidation)