OpenML
8892648

Run 8892648

Task 9894 (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
0.4687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4988
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0398
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2242
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
0.4089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0003
Cross-validation details (10-fold Crossvalidation)