Run
522148

Run 522148

Task 3882 (Supervised Classification) pendigits 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
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7380.404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0462
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.704
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.951
UserCPU time millis testing
0.046
UserCPU time millis training
6.905