OpenML
4388604

Run 4388604

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 06-07-2017 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.trees82
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.607120446185581
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
0.7297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7436
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.4466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3066
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
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9285
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.2174
UserCPU time millis
1.242
UserCPU time millis testing
0.176
UserCPU time millis training
1.066