OpenML
522181

Run 522181

Task 3882 (Supervised Classification) pendigits Uploaded 07-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.895
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9467.6284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0195
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
0.9804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4569
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.987
UserCPU time millis testing
0.041
UserCPU time millis training
0.946