Run
2170829

Run 2170829

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)_alpha0.0305253602564335
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.00861966392883686
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
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.8345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3125
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
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1757.1582
UserCPU time millis
0.11
UserCPU time millis testing
0.046
UserCPU time millis training
0.064