Run
1815366

Run 1815366

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(45)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(45)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(45)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(45)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
800.7564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6371
Cross-validation details (10-fold Crossvalidation)