Run
514166

Run 514166

Task 3639 (Supervised Classification) fri_c0_250_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
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.9915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8579
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
56.455
UserCPU time millis testing
3.474
UserCPU time millis training
52.981