Run
512986

Run 512986

Task 3795 (Supervised Classification) fri_c4_100_50 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
0.6185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.46
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.37
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.63
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.63
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2254
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.557
UserCPU time millis testing
1.77
UserCPU time millis training
31.787