Run
512687

Run 512687

Task 9961 (Supervised Classification) sa-heart 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
0.6766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.6304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2749
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1019
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
87.493
UserCPU time millis testing
5.863
UserCPU time millis training
81.63