OpenML
1853901

Run 1853901

Task 3903 (Supervised Classification) pc3 Uploaded 27-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.563276263419539
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0395991060539024
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
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-153.0385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1697
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
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8951
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9546
Cross-validation details (10-fold Crossvalidation)