Run
8895936

Run 8895936

Task 145929 (Supervised Classification) heart-h Uploaded 28-03-2018 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
0.7703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.8812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9222
Cross-validation details (10-fold Crossvalidation)