OpenML
1853799

Run 1853799

Task 9977 (Supervised Classification) nomao Uploaded 24-03-2017 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)_alpha0.179083897266537
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0037094695115172
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
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27341.24
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0873
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Total cost