Run
572757

Run 572757

Task 3504 (Supervised Classification) webdata_wXa Uploaded 12-05-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18145.756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9509
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
81785.282
UserCPU time millis testing
43.324
UserCPU time millis training
81741.958