Run
516321

Run 516321

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.bartMachine(3)Learner classif.bartMachine from package(s) bartMachine.
classif.bartMachine(3)_use_missing_dataTRUE
classif.bartMachine(3)_seed1
classif.bartMachine(3)_kindMersenne-Twister
classif.bartMachine(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
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
360.734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.13
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7385
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
93.383
UserCPU time millis testing
5.013
UserCPU time millis training
88.37