Run
8262630

Run 8262630

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 27-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees564
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.130185830453411
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.5647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3118
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
0.7588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3942
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9256
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1765.376
UserCPU time millis
1.142
UserCPU time millis testing
0.179
UserCPU time millis training
0.963