Run
7948853

Run 7948853

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 11-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(14)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(14)_num.trees415
mlr.classif.ranger(14)_mtry3
mlr.classif.ranger(14)_min.node.size1
mlr.classif.ranger(14)_replaceFALSE
mlr.classif.ranger(14)_sample.fraction0.851743539934978
mlr.classif.ranger(14)_respect.unordered.factorsTRUE
mlr.classif.ranger(14)_num.threads1
mlr.classif.ranger(14)_verboseFALSE
mlr.classif.ranger(14)_openml.seed1
mlr.classif.ranger(14)_openml.kindMersenne-Twister
mlr.classif.ranger(14)_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
0.6632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.7312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.304
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
0.7191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4458
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0468
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
922.1003
UserCPU time millis
5.673
UserCPU time millis testing
0.547
UserCPU time millis training
5.126