Run
8872379

Run 8872379

Task 37 (Supervised Classification) diabetes Uploaded 05-03-2018 by Raphaël Couronné
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Flow

mlr.classif.ctree(17)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(17)_testtypeUnivariate
mlr.classif.ctree(17)_stumpTRUE
mlr.classif.ctree(17)_openml.seed1
mlr.classif.ctree(17)_openml.kindMersenne-Twister
mlr.classif.ctree(17)_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
0.6765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.8698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2826
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
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1152
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.309
UserCPU time millis testing
0.061
UserCPU time millis training
0.248