Run
7932502

Run 7932502

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)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00106825309077561
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
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.7865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3305
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
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8712
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.311
UserCPU time millis testing
0.037
UserCPU time millis training
0.274