Building a Random Forest by Hand in Python
January 28, 2024#machine-learning
From drug discovery to species classification, credit scoring to cybersecurity and more, the random forest is a popular and powerful algorithm for modeling our complex world. Its versatility and predictive prowess would seem to require cutting-edge complexity, but if we dig into what a random forest actually is, we see a shockingly simple set of repeating steps.