CactusAI on Instagram: "Most ML models don’t fail because the algorithm is weak… They fail because your features are on completely different scales. Today’s breakdown covered: 🔥 Why scaling affects gradients, distances, and model stability 🔥 StandardScaler – when data is normally distributed 🔥 MinMaxScaler – best for neural networks & bounded ranges 🔥 RobustScaler – the KING when outliers exist 🔥 Why tree-based models DON’T need scaling 🔥 What features you should NEVER scale 🔥 The golden
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