Run
543094

Run 543094

Task 9898 (Supervised Classification) cardiotocography Uploaded 24-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit14
classif.boosting(8)_cp0.0501
classif.boosting(8)_maxdepth7
classif.boosting(8)_xval0
classif.boosting(8)_seed1
classif.boosting(8)_kindMersenne-Twister
classif.boosting(8)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2039.9073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0085
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
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2628
Cross-validation details (10-fold Crossvalidation)