Run
8883351

Run 8883351

Task 3663 (Supervised Classification) cholesterol Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-J48(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.5514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.07
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.3492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4614
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
0.5398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5446
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5446
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3073
Cross-validation details (10-fold Crossvalidation)