Effective Strategies for Addressing K-Means Initialization Challenges

Using n_init and K-Means++

image by Flo

Introduction

K-Means is a widely-used clustering algorithm in Machine Learning, boasting numerous benefits but also presenting significant challenges. In this article, we delve into its limitations and offer straightforward solutions to address them.