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The Classification Model Builder skill streamlines the machine learning lifecycle by allowing Claude to generate production-ready classification code. It handles complex tasks such as data preprocessing, feature selection, and hyperparameter tuning while ensuring best practices like data validation and comprehensive performance reporting—including accuracy, precision, and F1-score—are followed. This skill is ideal for developers and data scientists looking to quickly prototype or deploy robust classifiers for tasks like spam detection, customer churn prediction, or sentiment analysis.