Run
8880143

Run 8880143

Task 145866 (Supervised Classification) sa-heart Uploaded 10-03-2018 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
0.7165
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2827
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0049
Cross-validation details (10-fold Crossvalidation)