Run
1851312

Run 1851312

Task 28 (Supervised Classification) optdigits Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.lda.preproc(2)Learner mlr.classif.lda.preproc from package(s) MASS.
mlr.classif.lda.preproc(2)_openml.seed1
mlr.classif.lda.preproc(2)_openml.kindMersenne-Twister
mlr.classif.lda.preproc(2)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5360.3902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2921
Cross-validation details (10-fold Crossvalidation)