Learning with Subset Stacking

1 code implementation • 12 Dec 2021 • S. İlker Birbil, Sinan Yildirim, Kaya Gökalp, M. Hakan Akyüz

We call this algorithm ``LEarning with Subset Stacking'' or LESS, due to its resemblance to the method of stacking regressors.

Rule Generation for Classification: Scalability, Interpretability, and Fairness

1 code implementation • 21 Apr 2021 • Tabea E. Röber, Adia C. Lumadjeng, M. Hakan Akyüz, Ş. İlker Birbil

The method returns a set of rules along with their optimal weights indicating the importance of each rule for learning.

Classification Fairness +1