OpenML
2171100

Run 2171100

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 16-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(5)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(5)_alpha0.0135889996308833
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.0430106629025836
mlr.classif.glmnet(5)_openml.seed1
mlr.classif.glmnet(5)_openml.kindMersenne-Twister
mlr.classif.glmnet(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.

21 Evaluation measures

Area under ROC curve
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.0657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3217
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
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1759.8872
UserCPU time millis
0.096
UserCPU time millis testing
0.044
UserCPU time millis training
0.052