Run
1847424

Run 1847424

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)_nmax20
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
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2823.1429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0201
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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.592
Cross-validation details (10-fold Crossvalidation)