Run
572591

Run 572591

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(12)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(12)_xval0
classif.boosting(12)_openml.seed1
classif.boosting(12)_openml.kindMersenne-Twister
classif.boosting(12)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31116.5439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0366
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4233
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8249.949
UserCPU time millis testing
59.407
UserCPU time millis training
8190.542