OpenML
8358289

Run 8358289

Task 37 (Supervised Classification) diabetes Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees661
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size112
mlr.classif.ranger(13)_sample.fraction0.443639444001019
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
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.7027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3385
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
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8459
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.7978
UserCPU time millis
5.773
UserCPU time millis testing
0.485
UserCPU time millis training
5.288