Run
8590530

Run 8590530

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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1194
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size122
mlr.classif.ranger(15)_sample.fraction0.948294475744478
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
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.0567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3104
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
0.7625
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
0.8549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1399.7458
UserCPU time millis
7.57
UserCPU time millis testing
2.59
UserCPU time millis training
4.98