Run
1815586

Run 1815586

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.glmnet.preproc.preproc.tuned(75)Learner mlr.classif.glmnet.preproc.preproc.tuned from package(s) glmnet.
mlr.classif.glmnet.preproc.preproc.tuned(75)_openml.seed1
mlr.classif.glmnet.preproc.preproc.tuned(75)_openml.kindMersenne-Twister
mlr.classif.glmnet.preproc.preproc.tuned(75)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.5409
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
216.2356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2286
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
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1228
Cross-validation details (10-fold Crossvalidation)