Run
10417195

Run 10417195

Task 190404 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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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.

15 Evaluation measures

Area under ROC curve
0.9001 ± 0.0376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.599 ± 0.1698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5762 ± 0.1759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0791 ± 0.0291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1885 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Number of instances
175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8171 ± 0.0817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.8171 ± 0.0817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4198 ± 0.1491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.304 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2404 ± 0.0601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7906 ± 0.1888
Cross-validation details (10-fold Crossvalidation)