Search Results for author: Mehmet Y. Turali

Found 2 papers, 2 papers with code

Binary Feature Mask Optimization for Feature Selection

1 code implementation23 Jan 2024 Mehmet E. Lorasdagi, Mehmet Y. Turali, Ali T. Koc, Suleyman S. Kozat

However, no study has introduced a training-free framework for a generic ML model to select features while considering the importance of the feature subsets as a whole, instead of focusing on the individual features.

feature selection

AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking

1 code implementation20 Jan 2024 Mehmet Y. Turali, Mehmet E. Lorasdagi, Ali T. Koc, Suleyman S. Kozat

In particular, we do the joint optimization and binary masking to continuously adapt the set of features and model parameters during the training process.

Feature Importance feature selection

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