Run
520515

Run 520515

Task 3684 (Supervised Classification) delta_elevators Uploaded 05-02-2016 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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6386.8599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1644
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
9517
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.811
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.545
UserCPU time millis testing
0.043
UserCPU time millis training
3.502