Run
8888422

Run 8888422

Task 9898 (Supervised Classification) cardiotocography Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1531.1116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0819
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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9459
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5064
Cross-validation details (10-fold Crossvalidation)