OpenML
8881150

Run 8881150

Task 9979 (Supervised Classification) cardiotocography Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2100.8569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0016
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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1326
Cross-validation details (10-fold Crossvalidation)