Run
1832293

Run 1832293

Task 37 (Supervised Classification) diabetes Uploaded 07-10-2016 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.rpart.bagged(5)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(5)_bw.iters100
mlr.classif.rpart.bagged(5)_xval0
mlr.classif.rpart.bagged(5)_openml.seed1
mlr.classif.rpart.bagged(5)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(5)_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
0.7291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
355.5846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4841
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0157
Cross-validation details (10-fold Crossvalidation)