Run
2434472

Run 2434472

Task 3776 (Supervised Classification) fri_c2_1000_10 Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.rpart(38)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(38)_xval0
mlr.classif.rpart(38)_openml.seed1
mlr.classif.rpart(38)_openml.kindMersenne-Twister
mlr.classif.rpart(38)_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
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
786.1373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6502
Cross-validation details (10-fold Crossvalidation)