Run
1848667

Run 1848667

Task 7592 (Supervised Classification) adult Uploaded 03-03-2017 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.C50.preproc(54)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(54)_openml.seed1
mlr.classif.C50.preproc(54)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(54)_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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.62
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22886.7478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7211
Cross-validation details (10-fold Crossvalidation)