OpenML
6341472

Run 6341472

Task 145976 (Supervised Classification) diabetes Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit4
mlr.classif.rpart(29)_minbucket10
mlr.classif.rpart(29)_cp0.100400389404967
mlr.classif.rpart(29)_maxdepth6
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.6853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.2737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.377
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
0.7185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7266
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7266
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9289
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.0296
UserCPU time millis
0.086
UserCPU time millis testing
0.017
UserCPU time millis training
0.069