Run
517040

Run 517040

Task 53 (Supervised Classification) vehicle 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
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
406.2897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.216
UserCPU time millis testing
0.055
UserCPU time millis training
2.161