Run
8887478

Run 8887478

Task 52 (Supervised Classification) heart-statlog Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.8393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2632
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
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.75
Cross-validation details (10-fold Crossvalidation)