Run
8876828

Run 8876828

Task 3845 (Supervised Classification) heart-c Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.6991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7318
Cross-validation details (10-fold Crossvalidation)