Run
8736133

Run 8736133

Task 145976 (Supervised Classification) diabetes Uploaded 29-12-2017 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.trees758
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size226
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.523975210729986
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
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.7008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.412
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
0.7178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.4611
UserCPU time millis
0.817
UserCPU time millis testing
0.144
UserCPU time millis training
0.673