Run
8863739

Run 8863739

Task 9898 (Supervised Classification) cardiotocography 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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1914.9235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0251
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2455
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3586
Cross-validation details (10-fold Crossvalidation)