Run
8590474

Run 8590474

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 29-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees196
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.172951896977611
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.303
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
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9271
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1383.7979
UserCPU time millis
0.48
UserCPU time millis testing
0.08
UserCPU time millis training
0.4