Run
8770953

Run 8770953

Task 145976 (Supervised Classification) diabetes Uploaded 02-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1407
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.357273043366149
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.3094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3228
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
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.1403
UserCPU time millis
5.253
UserCPU time millis testing
0.841
UserCPU time millis training
4.412