Run
8710480

Run 8710480

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 28-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1563
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size17
mlr.classif.ranger(16)_sample.fraction0.706744833523408
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.9883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3017
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
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9319
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.1831
UserCPU time millis
5.334
UserCPU time millis testing
0.626
UserCPU time millis training
4.708