K-means clustering trading

Introduction The ClusterPath Indicator represents a paradigm shift in technical analysis, leveraging rolling K-means clustering algorithms to transform raw price data into actionable trend channels. Unlike traditional indicators, this machine-learning-powered tool dynamically groups price points into clusters, generating three critical zones: Upper (resistance), Average (median), and Lower (support). These zones adapt in real-time to market volatility, offering a statistically