OpenML
4372593

Run 4372593

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 05-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot19 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1006
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.334929874516092
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.7347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.8917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.9652
UserCPU time millis
10.934
UserCPU time millis testing
1.344
UserCPU time millis training
9.59