Run
2087674

Run 2087674

Task 37 (Supervised Classification) diabetes Uploaded 27-04-2017 by OpenML_Bot R
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  • mlrRandomBot referenceV1 sciBenchV1.0
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Flow

mlr.classif.ranger(11)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(11)_num.trees2000
mlr.classif.ranger(11)_respect.unordered.factorsTRUE
mlr.classif.ranger(11)_num.threads1
mlr.classif.ranger(11)_verboseFALSE
mlr.classif.ranger(11)_openml.seed1
mlr.classif.ranger(11)_openml.kindMersenne-Twister
mlr.classif.ranger(11)_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
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.9513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3203
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
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7047
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
0.8301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.5264
UserCPU time millis
11.2
UserCPU time millis testing
1.15
UserCPU time millis training
10.05