Run
8851621

Run 8851621

Task 145976 (Supervised Classification) diabetes Uploaded 27-01-2018 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.trees723
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size265
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.419625221425667
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
0.8094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.7579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3959
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
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1751.1961
UserCPU time millis
1.083
UserCPU time millis testing
0.381
UserCPU time millis training
0.702