Run
501373

Run 501373

Task 3787 (Supervised Classification) humandevel Uploaded 11-12-2015 by Rafael Gomes Mantovani
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Flow

classif.bartMachine(1)Learner classif.bartMachine from package(s) bartMachine.
classif.bartMachine(1)_use_missing_dataTRUE
classif.bartMachine(1)_seed1
classif.bartMachine(1)_kindMersenne-Twister
classif.bartMachine(1)_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
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7538
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7016
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
23.063
UserCPU time millis testing
1.454
UserCPU time millis training
21.609