Run
8770966

Run 8770966

Task 145976 (Supervised Classification) diabetes Uploaded 02-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1425
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.281628966261633
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.8986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3165
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
0.7656
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
0.6965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8303
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1384.1877
UserCPU time millis
5.449
UserCPU time millis testing
0.495
UserCPU time millis training
4.954