Run
8528989

Run 8528989

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 13-11-2017 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.trees613
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.637870614673011
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
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.8703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3045
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
0.7298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.973
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1734.0293
UserCPU time millis
3.63
UserCPU time millis testing
0.34
UserCPU time millis training
3.29