Run
1851304

Run 1851304

Task 28 (Supervised Classification) optdigits Uploaded 11-03-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.earth.preproc(1)Learner mlr.classif.earth.preproc from package(s) !earth.
mlr.classif.earth.preproc(1)_openml.seed1
mlr.classif.earth.preproc(1)_openml.kindMersenne-Twister
mlr.classif.earth.preproc(1)_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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4772.5894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0396
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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4701
Cross-validation details (10-fold Crossvalidation)