Run
508530

Run 508530

Task 3599 (Supervised Classification) machine_cpu Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
180.3849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0478
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10-fold Crossvalidation)
Recall
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.128
UserCPU time millis testing
1.906
UserCPU time millis training
32.222