2025-04-29 02:36
IndustryWhy Use Clustering to Identify Market Regimes
#CurrencyPairPrediction
Why Use Clustering to Identify Market Regimes?
Because markets change unpredictably, and fixed thresholds (e.g., VIX > 30 = “crisis”) can be too simplistic. Clustering automatically detects patterns from the data itself without hardcoding rules.
Benefits:
• Adaptive to changing markets
• No supervision needed (no need to label data)
• Can uncover hidden structures not visible otherwise
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Why Use Clustering to Identify Market Regimes
Malaysia | 2025-04-29 02:36#CurrencyPairPrediction
Why Use Clustering to Identify Market Regimes?
Because markets change unpredictably, and fixed thresholds (e.g., VIX > 30 = “crisis”) can be too simplistic. Clustering automatically detects patterns from the data itself without hardcoding rules.
Benefits:
• Adaptive to changing markets
• No supervision needed (no need to label data)
• Can uncover hidden structures not visible otherwise
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