Run
8887232

Run 8887232

Task 48 (Supervised Classification) heart-c Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.2463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0732
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7148
Cross-validation details (10-fold Crossvalidation)