Run
1816249

Run 1816249

Task 37 (Supervised Classification) diabetes Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(9)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(9)_bw.iters50
mlr.classif.rpart.bagged(9)_xval0
mlr.classif.rpart.bagged(9)_openml.seed1
mlr.classif.rpart.bagged(9)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(9)_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
0.7199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.4262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2396
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
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0269
Cross-validation details (10-fold Crossvalidation)