Run
8758348

Run 8758348

Task 145976 (Supervised Classification) diabetes Uploaded 31-12-2017 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.trees1527
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size243
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.600735356053337
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.8441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3846
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
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8815
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1381.0017
UserCPU time millis
1.569
UserCPU time millis testing
0.252
UserCPU time millis training
1.317