Run
507842

Run 507842

Task 3818 (Supervised Classification) tae 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
0.6166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.4906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3113
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.6887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1741
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.001
UserCPU time millis testing
1.525
UserCPU time millis training
26.476