Run
7826592

Run 7826592

Task 145976 (Supervised Classification) diabetes Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees892
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_sample.fraction0.862834441312589
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
255.1361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3074
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
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.439
UserCPU time millis
31.661
UserCPU time millis testing
2.022
UserCPU time millis training
29.639