Run
8865111

Run 8865111

Task 145879 (Supervised Classification) heart-long-beach 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
0.6217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2827
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.34
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.34
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0242
Cross-validation details (10-fold Crossvalidation)