Run
1852334

Run 1852334

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

mlr.classif.earth.preproc(1)Learner mlr.classif.earth.preproc from package(s) !earth.
mlr.classif.earth.preproc(1)_openml.seed1
mlr.classif.earth.preproc(1)_openml.kindMersenne-Twister
mlr.classif.earth.preproc(1)_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
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.0285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2988
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
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.911
Cross-validation details (10-fold Crossvalidation)