Run
1847404

Run 1847404

Task 3021 (Supervised Classification) sick Uploaded 07-02-2017 by Heidi Seibold
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Flow

mlr.classif.develpartykit.ctree(5)Please use the mlr add-on code and devel partykit package revision 1078: https://r-forge.r-project.org/scm/viewvc.php/pkg/devel/?root=partykit
mlr.classif.develpartykit.ctree(5)_splittestTRUE
mlr.classif.develpartykit.ctree(5)_testtypeMonteCarlo
mlr.classif.develpartykit.ctree(5)_nresample1000
mlr.classif.develpartykit.ctree(5)_openml.seed1
mlr.classif.develpartykit.ctree(5)_openml.kindMersenne-Twister
mlr.classif.develpartykit.ctree(5)_openml.normal.kindInversion

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
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2884.8868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5722
Cross-validation details (10-fold Crossvalidation)