Run
545852

Run 545852

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 02-04-2016 by Rafael Gomes Mantovani
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Flow

classif.bartMachine(4)Learner classif.bartMachine from package(s) bartMachine.
classif.bartMachine(4)_seed1
classif.bartMachine(4)_kindMersenne-Twister
classif.bartMachine(4)_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
0.5552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.2285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1288
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0248
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
109.884
UserCPU time millis testing
3.4
UserCPU time millis training
106.484