Run
1815224

Run 1815224

Task 21 (Supervised Classification) car Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.ranger.preproc.preproc.tuned(9)Learner mlr.classif.ranger.preproc.preproc.tuned from package(s) ranger.
mlr.classif.ranger.preproc.preproc.tuned(9)_openml.seed1
mlr.classif.ranger.preproc.preproc.tuned(9)_openml.kindMersenne-Twister
mlr.classif.ranger.preproc.preproc.tuned(9)_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
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.96
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1652.0986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2846
Cross-validation details (10-fold Crossvalidation)