Intelligent Performance Forecasting Neural Network

Construct an advanced neural network-based performance forecasting system that learns from complex, multi-dimensional spreadsheet data. Develop machine learning models capable of predicting future performance metrics with confidence intervals, handling non-linear relationships, and providing explainable AI insights. Support continuous model retraining and adaptive learning.