Run
8873042

Run 8873042

Task 50 (Supervised Classification) heart-h 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
0.8821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.4404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1819
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.952
Cross-validation details (10-fold Crossvalidation)