Modern Deep Learning for Tabular Data: Novel Approaches to Common Modeling Problems

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

A. Ye, Z. WangModern Deep Learning for Tabular Datahttps://doi.org/10.1007/978-1-4842-8692-0_11

11. Multi-model Arrangement

Andre Ye¹   and Zian Wang²

(1)

Seattle, WA, USA

(2)

Redmond, WA, USA

 

Democracy cannot succeed unless those who express their choice are prepared to choose wisely. The real safeguard of democracy, therefore, is education.

—Franklin D. Roosevelt, US President

A single model calling all the shots on the final decisions is somewhat of a dictatorship. A dictator can be efficient, but often successful decisions are informed by a collective group of thinkers. Multi-model arrangement concerns the construction of model systems in which models interact ...