Run
522160

Run 522160

Task 3882 (Supervised Classification) pendigits Uploaded 07-02-2016 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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10504.1412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0062
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
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2576
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.904
UserCPU time millis testing
0.042
UserCPU time millis training
4.862