Run
519475

Run 519475

Task 3668 (Supervised Classification) delta_ailerons Uploaded 04-02-2016 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
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6220.0718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4981
Cross-validation details (10-fold Crossvalidation)
Number of instances
7129
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9973
Cross-validation details (10-fold Crossvalidation)
Recall
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5045
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.161
UserCPU time millis testing
0.032
UserCPU time millis training
2.129