Run
8865722

Run 8865722

Task 145838 (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
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2011.6841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2731
Cross-validation details (10-fold Crossvalidation)