Run
1815492

Run 1815492

Task 9946 (Supervised Classification) wdbc Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.ranger.preproc.preproc.tuned(50)Learner mlr.classif.ranger.preproc.preproc.tuned from package(s) ranger.
mlr.classif.ranger.preproc.preproc.tuned(50)_openml.seed1
mlr.classif.ranger.preproc.preproc.tuned(50)_openml.kindMersenne-Twister
mlr.classif.ranger.preproc.preproc.tuned(50)_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
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
522.6084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0369
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3973
Cross-validation details (10-fold Crossvalidation)