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Gradient boosting

Enhancing Churn Prediction With Ensemble Learning Techniques

Customer churn extends beyond a mere indicator of revenue loss: across diverse industries, it poses a formidable challenge that can profoundly destabilize a business's foundation. It undermines long-term strategic planning, escalates operational costs, and frequently signals underlying deficiencies, such as product quality or customer service efficiency. Against this background, predictive analytics has transitioned from a desirable addition to an indispensable element of business strategy. Historically, this domain has…