Run
8592551

Run 8592551

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 29-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1456
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size26
mlr.classif.ranger(9)_sample.fraction0.240206264425069
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
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.7967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3178
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
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9268
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.6721
UserCPU time millis
2.189
UserCPU time millis testing
0.306
UserCPU time millis training
1.883