Run
513097

Run 513097

Task 9973 (Supervised Classification) leaf 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
0.7287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.6823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0349
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.4765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0411
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.046
UserCPU time millis testing
0.101
UserCPU time millis training
7.945