Run
8866035

Run 8866035

Task 145838 (Supervised Classification) cardiotocography Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
484.4831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1603
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
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9402
Cross-validation details (10-fold Crossvalidation)