Classification Modeling Overview Classification modeling predicts categorical target values, assigning observations to discrete classes or categories based on input features. When to Use - Predicting binary outcomes like customer churn, loan default, or email spam - Classifying items into multiple categories such as product types or sentiment - Building credit scoring models or risk assessment systems - Identifying disease diagnosis or medical condition from patient data - Predicting customer purchase likelihood or response to marketing - Detecting fraud, anomalies, or quality defects in prod…