OpenML
1853924

Run 1853924

Task 3903 (Supervised Classification) pc3 Uploaded 27-03-2017 by Philipp Probst
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.100044755497947
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.231393026317643
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
0.7971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-126.0221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1751
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.964
Cross-validation details (10-fold Crossvalidation)