Run
521842

Run 521842

Task 9959 (Supervised Classification) ringnorm Uploaded 07-02-2016 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.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_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
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3877.5189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.238
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
7400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9757
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.422
UserCPU time millis testing
0.083
UserCPU time millis training
6.339