Run
516789

Run 516789

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
404.8587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2325
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.351
UserCPU time millis testing
0.087
UserCPU time millis training
2.264