Run
566819

Run 566819

Task 10094 (Supervised Classification) blogger Uploaded 25-04-2016 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(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
0.7923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5994
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.5561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.17
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.83
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8839
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
208.453
UserCPU time millis testing
3.634
UserCPU time millis training
204.819