Run
1815435

Run 1815435

Task 3918 (Supervised Classification) pc1 Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.gbm.preproc.preproc.tuned(23)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(23)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(23)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(23)_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
0.5637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.8183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0739
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0698
Cross-validation details (10-fold Crossvalidation)