Run
8869645

Run 8869645

Task 145924 (Supervised Classification) cardiotocography Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2027.3662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0107
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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2555
Cross-validation details (10-fold Crossvalidation)