Machine Learning-Inspired Predictive Scoring Engine

Design an Excel-based predictive scoring system that mimics machine learning classification techniques using only native Excel functions. Create a flexible model that can generate predictive scores based on multiple input variables, implement cross-validation techniques, and produce probability-based outcome predictions. Include automated feature importance analysis and a comprehensive model performance dashboard.