Run
1815441

Run 1815441

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.gbm.preproc.preproc.tuned(24)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(24)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(24)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(24)_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
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14088.2061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7063
Cross-validation details (10-fold Crossvalidation)