Neural Networks, Deep Learning, Data Science, Algorithmic Trading, Cryptocurrency Investment.
from 0.707 to 1.026, suggesting better risk-adjusted returns. Additionally, the Sortino ratio increased from 2.178 to 3.857, indicating superior performance in generating positive returns relative to downside risk. Hyperparameter Optimization: The enhanced performance in the backtest results can be