Machine Learning User Engagement Prediction Model

Construct a sophisticated machine learning model that predicts user engagement and churn probability for a streaming platform. Develop a multi-layer neural network that incorporates user interaction data, viewing history, time-of-day patterns, and content metadata. The model should generate actionable insights with minimum 85% accuracy and provide a feature importance breakdown. Include techniques for handling class imbalance and implementing continuous model retraining.