Run
8874971

Run 8874971

Task 145924 (Supervised Classification) cardiotocography Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.RandomSubspace(1)A Weka KnowledgeFlow using RandomSubspace.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
0.9957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1780.0841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0542
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
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3638
Cross-validation details (10-fold Crossvalidation)