Run
566821

Run 566821

Task 3585 (Supervised Classification) veteran Uploaded 25-04-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(10)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(10)_xval0
classif.boosting(10)_openml.seed1
classif.boosting(10)_openml.kindMersenne-Twister
classif.boosting(10)_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
0.6421
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.4518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4317
Cross-validation details (10-fold Crossvalidation)
Number of instances
137
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9006
Cross-validation details (10-fold Crossvalidation)
Recall
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1644
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
206.39
UserCPU time millis testing
3.234
UserCPU time millis training
203.156