Run
572567

Run 572567

Task 3536 (Supervised Classification) oh10.wc Uploaded 10-05-2016 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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
710.1847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0594
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.7029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.82
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13284.077
UserCPU time millis testing
6338.199
UserCPU time millis training
6945.878