Neural Networks, Deep Learning, Data Science, Algorithmic Trading, Cryptocurrency Investment.
the significance of hyperparameter optimization: Performance Comparison: Compared to the previous backtest result, this one showed improvement in several key metrics. The return percentage increased significantly from 46.26% to 75.26%, indicating higher profitability. The Sharpe ratio also improved