Definition - MACHINE LEARNING BASICS - Predictive Modeling
Predictive modeling uses machine learning algorithms to forecast future outcomes based on historical data. It involves training models on labeled datasets to identify patterns and relationships. These patterns are then used to generate predictions for new, unseen data. By optimizing model performance, predictive modeling improves accuracy and decision-making. This approach is widely used in finance, marketing, and healthcare to inform strategic decisions.
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