Heston-GA Hybrid Option Pricing Model Based on ResNet50

Table 1

Options sample data size.

Option	Parameter estimation data size	Fitting data size	Prediction data size	Total size
510300 ETF	62	8752	372	9186
159919 ETF	62	5887	373	6322
510050 ETF	82	7023	368	7473