Run
7975772

Run 7975772

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1316
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.811272503668442
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.6946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.7616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3023
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
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9886
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.5125
UserCPU time millis
8.538
UserCPU time millis testing
1.259
UserCPU time millis training
7.279