Run
8868795

Run 8868795

Task 145838 (Supervised Classification) cardiotocography Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2041.7647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0073
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
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2715
Cross-validation details (10-fold Crossvalidation)