Run
8865392

Run 8865392

Task 145924 (Supervised Classification) cardiotocography Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1675.122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0481
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
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5731
Cross-validation details (10-fold Crossvalidation)