Run
8892512

Run 8892512

Task 3826 (Supervised Classification) heart-h Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.9921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2016
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7262
Cross-validation details (10-fold Crossvalidation)