Goto

Collaborating Authors

 categorical encoder

A benchmark of categorical encoders for binary classification

Neural Information Processing Systems

Categorical encoders transform categorical features into numerical representations that are indispensable for a wide range of machine learning models.Existing encoder benchmark studies lack generalizability because of their limited choice of (1) encoders, (2) experimental factors, and (3) datasets.

  benchmark, categorical encoder, name change, (6 more...)
  Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

Add feedback

A benchmark of categorical encoders for binary classification

Neural Information Processing Systems

Categorical encoders transform categorical features into numerical representations that are indispensable for a wide range of machine learning models.Existing encoder benchmark studies lack generalizability because of their limited choice of (1) encoders, (2) experimental factors, and (3) datasets.

  benchmark, binary classification, categorical encoder, (3 more...)
  Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

Add feedback