Run
516220

Run 516220

Task 3645 (Supervised Classification) fri_c1_500_25 Uploaded 28-01-2016 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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.2419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
92.414
UserCPU time millis testing
5.18
UserCPU time millis training
87.234