Run
513441

Run 513441

Task 3018 (Supervised Classification) flags Uploaded 28-01-2016 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
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.9026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0954
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9768
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.835
UserCPU time millis testing
0.189
UserCPU time millis training
1.646