Run
523130

Run 523130

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

classif.logreg(9)Learner classif.logreg from package(s) stats.
classif.logreg(9)_seed1
classif.logreg(9)_kindMersenne-Twister
classif.logreg(9)_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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5128.2258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0119
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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0652
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.752
UserCPU time millis testing
0.062
UserCPU time millis training
9.69