Run
8743600

Run 8743600

Task 145976 (Supervised Classification) diabetes Uploaded 30-12-2017 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.trees721
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size230
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.661901615303941
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
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.5326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3625
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
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8689
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.8837
UserCPU time millis
0.971
UserCPU time millis testing
0.125
UserCPU time millis training
0.846