OpenML
8358249

Run 8358249

Task 37 (Supervised Classification) diabetes Uploaded 31-10-2017 by OpenML_Bot R
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  • 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.trees1750
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size553
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.966277944552712
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
0.7594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.3555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3833
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
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7214
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9076
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.2862
UserCPU time millis
8.148
UserCPU time millis testing
0.939
UserCPU time millis training
7.209