Run
509638

Run 509638

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.67
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.2565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.117
UserCPU time millis testing
0.089
UserCPU time millis training
1.028