OpenML
6341456

Run 6341456

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)_minbucket32
mlr.classif.rpart(29)_cp0.265414054272696
mlr.classif.rpart(29)_maxdepth5
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
0.5385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.0099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4447
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
0.6291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9985
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.8995
UserCPU time millis
0.084
UserCPU time millis testing
0.016
UserCPU time millis training
0.068