Run
8525783

Run 8525783

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 10-11-2017 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.trees244
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size87
mlr.classif.ranger(9)_sample.fraction0.658205814380199
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
0.7342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.1429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3083
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
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.6923
UserCPU time millis
0.392
UserCPU time millis testing
0.051
UserCPU time millis training
0.341