Run
8867915

Run 8867915

Task 3570 (Supervised Classification) biomed Uploaded 01-03-2018 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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.9031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.89
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6447
Cross-validation details (10-fold Crossvalidation)