Run
507004

Run 507004

Task 3637 (Supervised Classification) analcatdata_michiganacc 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
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.0611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9874
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.245
UserCPU time millis testing
0.754
UserCPU time millis training
13.491