Run
8855243

Run 8855243

Task 145976 (Supervised Classification) diabetes Uploaded 28-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1709
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size274
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.935302393394522
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.7378
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3721
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
0.747
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
0.8187
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
0.8711
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.6023
UserCPU time millis
1.89
UserCPU time millis testing
0.29
UserCPU time millis training
1.6