Predictive Machine Learning Regression Prototype

Design a machine learning regression model within a spreadsheet environment that can perform predictive analysis using multiple regression techniques. Create a system that supports linear, polynomial, and logistic regression, with automatic feature selection, cross-validation, and model performance metrics. Include a user-friendly interface for inputting training data, selecting regression types, and visualizing predictive outcomes with confidence intervals.