Run
518399

Run 518399

Task 9914 (Supervised Classification) wilt Uploaded 30-01-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1141.2313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0539
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0281
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
1.544
UserCPU time millis testing
0.025
UserCPU time millis training
1.519