Run
7931938

Run 7931938

Task 3899 (Supervised Classification) mozilla4 Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.imputed.preproc(1)Learner mlr.classif.gbm.imputed.preproc from package(s) gbm.
mlr.classif.gbm.imputed.preproc(1)_keep.dataFALSE
mlr.classif.gbm.imputed.preproc(1)_openml.seed1
mlr.classif.gbm.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.gbm.imputed.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5394
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1644.7368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.6714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9315
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.795
UserCPU time millis testing
0.054
UserCPU time millis training
3.741