Run
571687

Run 571687

Task 2079 (Supervised Classification) eucalyptus Uploaded 05-05-2016 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
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.0288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1902
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5442
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5245
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5245
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1021
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.429
UserCPU time millis testing
0.076
UserCPU time millis training
2.353