Run
8867479

Run 8867479

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.5207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.2185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5083
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
0.5336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.4825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1753
Cross-validation details (10-fold Crossvalidation)