Run
8894972

Run 8894972

Task 3826 (Supervised Classification) heart-h Uploaded 28-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.5648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1737
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4614
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3766
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7412
Cross-validation details (10-fold Crossvalidation)