Run
8888013

Run 8888013

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

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1724.0047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0491
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1944
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5553
Cross-validation details (10-fold Crossvalidation)