Run
7931877

Run 7931877

Task 37 (Supervised Classification) diabetes Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger.imputed.preproc(1)Learner mlr.classif.ranger.imputed.preproc from package(s) ranger.
mlr.classif.ranger.imputed.preproc(1)_respect.unordered.factorsTRUE
mlr.classif.ranger.imputed.preproc(1)_num.threads1
mlr.classif.ranger.imputed.preproc(1)_verboseFALSE
mlr.classif.ranger.imputed.preproc(1)_openml.seed1
mlr.classif.ranger.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.ranger.imputed.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
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.5899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3204
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
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8311
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.539
UserCPU time millis testing
1.15
UserCPU time millis training
2.389