Run
545621

Run 545621

Task 10093 (Supervised Classification) banknote-authentication Uploaded 01-04-2016 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

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
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
0.3966
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.1426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5554
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5554
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3418
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.421
UserCPU time millis testing
0.019
UserCPU time millis training
0.402