Run
521006

Run 521006

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.3701
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
390.2587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4674
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2836
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.5326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3703
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.596
UserCPU time millis testing
0.035
UserCPU time millis training
3.561