Run
523801

Run 523801

Task 3600 (Supervised Classification) ailerons Uploaded 11-02-2016 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
0.4212
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1694.2719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.5761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8678
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3174
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.279
UserCPU time millis testing
0.066
UserCPU time millis training
13.213