Run
1848511

Run 1848511

Task 3896 (Supervised Classification) ada_agnostic Uploaded 02-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(44)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(44)_openml.seed1
mlr.classif.C50.preproc(44)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(44)_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
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1712.7516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2297
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7899
Cross-validation details (10-fold Crossvalidation)