GitHub

Genetic Algorithm for Generalized Additive Models

This package implements a genetic algorithm which performs simulatenous variable selection and structure discovery in generalized additive models of the form: For a given dependent variable and a set ...
Frontiers

A hybrid long short-term memory with generalized additive model and post-hoc explainable artificial intelligence with causal inference for air pollutants prediction in ...

1 Centre for Global Change, Sol Plaatje University, Kimberley, South Africa 2 Department of Computer Science and Information Technology, Faculty of Natural and Applied Sciences, Sol Plaatje University ...
EurekAlert!

Neural partially linear additive model

Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...
IEEE

Selection of optimal sensor/temperature conditions for winegrape analysis using generalized additive modeling of thermally cycled metal oxide sensors

Abstract: For the first time, generalized additive models (GAMs) were applied to the analysis of data from thermally cycled metal oxide sensors (TC-MOXs). These were used to evaluate Riesling grape ...
IEEE

Generalized Sparse Additive Model with Unknown Link Function

Abstract: Generalized additive models (GAMs) have been successfully applied to high dimensional data. However, most existing methods cannot capture the high level feature patterns from complex data.