Run
8866456

Run 8866456

Task 145888 (Supervised Classification) vertebra-column Uploaded 28-02-2018 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
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
217.5259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6256
Cross-validation details (10-fold Crossvalidation)