Run
1851423

Run 1851423

Task 45 (Supervised Classification) splice Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.preproc(4)Learner mlr.classif.gbm.preproc from package(s) gbm.
mlr.classif.gbm.preproc(4)_keep.dataFALSE
mlr.classif.gbm.preproc(4)_openml.seed1
mlr.classif.gbm.preproc(4)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc(4)_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.

17 Evaluation measures

Area under ROC curve
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.9789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4174
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9797
Cross-validation details (10-fold Crossvalidation)