# A Paradigm for Potential Model Performance Improvement in Classification and Regression Problems. A Proof of Concept

arXiv: https://arxiv.org/abs/2402.02354 · HTML: https://mlsanity.com/paper/2402.02354/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 4 Feb 2024.

## Abstract (arXiv)

A methodology that seeks to enhance model prediction performance is presented. The method involves generating multiple auxiliary models that capture relationships between attributes as a function of each other. Such information serves to generate additional informative columns in the dataset that can potentially enhance target prediction. A proof of case and related code is provided.