Run
8865449

Run 8865449

Task 145924 (Supervised Classification) cardiotocography 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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1507.6443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0669
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2455
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6601
Cross-validation details (10-fold Crossvalidation)