OpenML
8892346

Run 8892346

Task 3663 (Supervised Classification) cholesterol 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
0.5946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4632
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9349
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0166
Cross-validation details (10-fold Crossvalidation)