Python Machine Learning - Implementing K Means Clustering
12:26
techwithtim.net
Python Machine Learning - Implementing K Means Clustering
This python machine learning tutorial covers implementing the k means clustering algorithm using sklearn to classify hand written digits.
2019年2月7日
短视频
K-Means is a popular clustering algorithm used in data analysis and machine learning to group data points into a specified number of clusters, k, based on their similarity. It works by assigning each data point to the cluster whose center (called a centroid) is closest to it, then recalculating the centroids until the assignments stop changing or the improvement becomes minimal. The main goal of K-Means is to minimize the Within-Cluster Sum of Squares (WCSS)—a measure of how tightly the points i
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