Run
8578140

Run 8578140

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1953
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.314680660981685
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
0.7229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.5107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3033
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
0.7493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.8026
UserCPU time millis
5.7
UserCPU time millis testing
0.65
UserCPU time millis training
5.05