The K-Means Algorithm The k-means algorithm, sometimes called Lloyd's algorithm, is simple and elegant. The algorithm is illustrated in Figures 3-7. In pseudo-code, k-means is: initialize clustering ...

A single type of machine learning algorithm can be used to identify fake news, filter spam, and personalize marketing materials. Known as clustering algorithms, or “clustering” for short, they ...

By using K-Means clustering, an online retailer may identify that its client base naturally divides into three groups: budget-conscious shoppers, regular shoppers, and luxury shoppers.

The K-Means Algorithm The k-means algorithm, sometimes called Lloyd's algorithm, is simple and elegant. The algorithm is illustrated in Figures 3-7. In pseudo-code, k-means is: initialize clustering ...