Run
8861904

Run 8861904

Task 3778 (Supervised Classification) plasma_retinol Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.5384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11.7217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5293
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.4857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1324
Cross-validation details (10-fold Crossvalidation)