Run
520813

Run 520813

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 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(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.7985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6507.2317
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7318
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
403.037
UserCPU time millis testing
3.755
UserCPU time millis training
399.282