Run
8878299

Run 8878299

Task 3663 (Supervised Classification) cholesterol Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.5524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.4782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4651
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
0.544
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
0.9387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.57
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1453
Cross-validation details (10-fold Crossvalidation)
Total cost