Run
8714397

Run 8714397

Task 145976 (Supervised Classification) diabetes Uploaded 29-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees329
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size5
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.305751540651545
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
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.6697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.313
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
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1381.4895
UserCPU time millis
1.489
UserCPU time millis testing
0.139
UserCPU time millis training
1.35