Farm to Table: The Workflow of a Classification Model

Comparing logistic regression and random forest classification in recipe recommendations

John Lenehan
Towards Data Science
17 min readApr 2, 2024

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Photo by Zan on Unsplash

Introduction

A typical machine learning workflow rarely involves applying one single approach to the problem at hand. Models generally go through an iterative process with various techniques…

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Let Our Actions Inspire | Data Scientist & Deep Learning Engineer at Intel | All ideas and opinions expressed are my own | Find my work at johnlenehan.eu