Run
8859279

Run 8859279

Task 3496 (Supervised Classification) SPECTF 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
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4407
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.6221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2846
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1395
Cross-validation details (10-fold Crossvalidation)