Run
1849095

Run 1849095

Task 3021 (Supervised Classification) sick Uploaded 07-03-2017 by Heidi Seibold
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Flow

mlr.classif.develpartykit.ctree(10)Learner mlr.classif.develpartykit.ctree from package(s) partykit.
mlr.classif.develpartykit.ctree(10)_nresample500
mlr.classif.develpartykit.ctree(10)_openml.seed1
mlr.classif.develpartykit.ctree(10)_openml.kindMersenne-Twister
mlr.classif.develpartykit.ctree(10)_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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2835.4917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0199
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
0.9794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5881
Cross-validation details (10-fold Crossvalidation)