Run
8872803

Run 8872803

Task 52 (Supervised Classification) heart-statlog Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.6925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7817
Cross-validation details (10-fold Crossvalidation)