Run
8357654

Run 8357654

Task 37 (Supervised Classification) diabetes Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1382
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size463
mlr.classif.ranger(13)_sample.fraction0.960653211222962
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
0.8002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.4391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3717
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
0.7298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8799
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.4555
UserCPU time millis
9.056
UserCPU time millis testing
1.08
UserCPU time millis training
7.976