Run
523119

Run 523119

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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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
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4176.9844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0352
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1877
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6208
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.943
UserCPU time millis testing
0.096
UserCPU time millis training
4.847