Run
8875718

Run 8875718

Task 3880 (Supervised Classification) arrhythmia Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.5312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2681
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8731
Cross-validation details (10-fold Crossvalidation)