Run
8760724

Run 8760724

Task 145976 (Supervised Classification) diabetes Uploaded 31-12-2017 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.trees379
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size295
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.533621793682687
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
0.7884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.2604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3779
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
0.7195
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1733.9208
UserCPU time millis
0.612
UserCPU time millis testing
0.066
UserCPU time millis training
0.546