OpenML
1856359

Run 1856359

Task 9976 (Supervised Classification) madelon 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)_alpha0.810213132528588
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0120030619785983
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
0.6213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.4712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4701
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9803
Cross-validation details (10-fold Crossvalidation)