OpenML
1869303

Run 1869303

Task 3954 (Supervised Classification) MagicTelescope 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)_alpha0.499562176177278
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.000979091970278559
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
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7081.0359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.296
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.804
Cross-validation details (10-fold Crossvalidation)