Run
523171

Run 523171

Task 3907 (Supervised Classification) mc1 Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1582.342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0036
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.665
UserCPU time millis testing
0.056
UserCPU time millis training
8.609