Run
7935006

Run 7935006

Task 37 (Supervised Classification) diabetes Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit32
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0278498597510684
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_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
0.7069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.494
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3609
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
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.794
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9046
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.309
UserCPU time millis testing
0.042
UserCPU time millis training
0.267