Run
1861692

Run 1861692

Task 125923 (Supervised Classification) Australian Uploaded 28-03-2017 by Philipp Probst
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.398511074017733
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0655517325217989
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
359.0869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6595
Cross-validation details (10-fold Crossvalidation)