Run
1815252

Run 1815252

Task 31 (Supervised Classification) credit-g Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.gbm.preproc.preproc.tuned(5)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(5)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(5)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(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.

arff
Trace

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

17 Evaluation measures

Area under ROC curve
0.671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0735
Cross-validation details (10-fold Crossvalidation)