Run
8855168

Run 8855168

Task 145976 (Supervised Classification) diabetes Uploaded 28-01-2018 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.trees1450
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size21
mlr.classif.ranger(9)_sample.fraction0.558067608415149
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
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.1022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3503
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
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8458
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1825.1875
UserCPU time millis
4.337
UserCPU time millis testing
0.518
UserCPU time millis training
3.819