Run
1852344

Run 1852344

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.preproc(5)Learner mlr.classif.randomForest.preproc from package(s) randomForest.
mlr.classif.randomForest.preproc(5)_openml.seed1
mlr.classif.randomForest.preproc(5)_openml.kindMersenne-Twister
mlr.classif.randomForest.preproc(5)_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.

17 Evaluation measures

Area under ROC curve
0.6905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.9371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2784
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
0.7347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)