Run
3844426

Run 3844426

Task 37 (Supervised Classification) diabetes Uploaded 03-07-2017 by Bernd Bischl
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Flow

mlr.classif.rpart(24)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(24)_xval0
mlr.classif.rpart(24)_openml.seed1
mlr.classif.rpart(24)_openml.kindMersenne-Twister
mlr.classif.rpart(24)_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.

20 Evaluation measures

Area under ROC curve
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.5032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2617
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
0.7324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5759
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0733
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.054
UserCPU time millis testing
0.011
UserCPU time millis training
0.043