Run
573300

Run 573300

Task 7307 (Supervised Classification) eating Uploaded 31-05-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(9)Learner classif.gbm from package(s) gbm.
classif.gbm(9)_openml.seed1
classif.gbm(9)_openml.kindMersenne-Twister
classif.gbm(9)_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
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.7916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2448
Cross-validation details (10-fold Crossvalidation)
Number of instances
945
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8053
Cross-validation details (10-fold Crossvalidation)
Recall
0.4582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9843
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
183175.528
UserCPU time millis testing
92364.882
UserCPU time millis training
90810.646