Run
522753

Run 522753

Task 3618 (Supervised Classification) puma32H Uploaded 09-02-2016 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
0.6529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2505.4994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1782
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.264
UserCPU time millis testing
0.098
UserCPU time millis training
7.166