Run
515779

Run 515779

Task 57 (Supervised Classification) ionosphere 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
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
301.3093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0627
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
73.083
UserCPU time millis testing
4.228
UserCPU time millis training
68.855