Run
510635

Run 510635

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 27-01-2016 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
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
209.1282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.08
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.92
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5698
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
59.226
UserCPU time millis testing
3.772
UserCPU time millis training
55.454