Run
8874580

Run 8874580

Task 9894 (Supervised Classification) heart-h 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
0.7948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.0574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1694
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
0.6054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9283
Cross-validation details (10-fold Crossvalidation)