Run
523127

Run 523127

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5164.5328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.011
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
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3474
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.866
UserCPU time millis testing
0.138
UserCPU time millis training
0.728