Run
1815595

Run 1815595

Task 14968 (Supervised Classification) cylinder-bands Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.gbm.preproc.preproc.tuned(39)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(39)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(39)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(39)_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
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.5294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8266
Cross-validation details (10-fold Crossvalidation)