Run
1815418

Run 1815418

Task 3904 (Supervised Classification) jm1 Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.gbm.preproc.preproc.tuned(20)Learner mlr.classif.gbm.preproc.preproc.tuned from package(s) gbm.
mlr.classif.gbm.preproc.preproc.tuned(20)_openml.seed1
mlr.classif.gbm.preproc.preproc.tuned(20)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc.preproc.tuned(20)_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
0.5589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3273.0164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1849
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8151
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.43
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0886
Cross-validation details (10-fold Crossvalidation)