Technology Startup Valuation Machine Learning Model

Build a sophisticated machine learning model using scikit-learn that predicts technology startup valuations based on multiple complex input features. The model should incorporate factors like founding team background, technology stack, market potential, previous funding rounds, and industry trends. Develop a probabilistic approach that generates confidence intervals and provides explainable AI insights into valuation predictions.