Run
515474

Run 515474

Task 7557 (Supervised Classification) CostaMadre1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_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
0.5425
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.3096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1656
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
354.543
UserCPU time millis testing
9.629
UserCPU time millis training
344.914