Run
514319

Run 514319

Task 3796 (Supervised Classification) fri_c4_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
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.9359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8706
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
61.595
UserCPU time millis testing
3.536
UserCPU time millis training
58.059