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Learn MoreSee how ChrisStock
forecasts Taiwan's market.
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LSTM
Basic tyro approved
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GRU_Plus
Model performance
How well each model predicted the next day's close on the test days it never saw in training.
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| Model | MAPE % | MAE (NT$) | RMSE | R2 | Direction % | Data up to |
|---|
Watch the models chase the price
Every day in the test period, each model guessed the next day's close without seeing it. The black line is what really happened.
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Does news sentiment help?
Before = model trained on price only. After = price + daily news sentiment. Same data, same test period.
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We were so impressed with the work they did for us. They were able to take our vision and turn it into a reality, and they did it all on time and within budget. We would highly recommend them to anyone looking for a reliable partner.
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We were looking for a company that could help us develop a new website that was both visually appealing and user-friendly. We are so happy with the results, and we would highly recommend them to anyone looking for a new website.
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We were looking for a company that could help us with our branding. We needed a website and marketing materials. They were able to create a brand identity that we loved. They worked with us to develop a logo that represented our company.
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