Run
512561

Run 512561

Task 3778 (Supervised Classification) plasma_retinol 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
0.5431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.3818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3254
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
67.947
UserCPU time millis testing
4.04
UserCPU time millis training
63.907