Run
8796491

Run 8796491

Task 145976 (Supervised Classification) diabetes Uploaded 19-01-2018 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.trees105
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.729300652933307
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
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
212.3888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3345
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
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8479
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2140.3359
UserCPU time millis
0.57
UserCPU time millis testing
0.057
UserCPU time millis training
0.513