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README.md
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@@ -16,7 +16,7 @@ This repository hosts a trained **Support Vector Regression (SVR)** model and it
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- **Algorithm:** Support Vector Regression (SVR) with RBF/Linear Kernel (Tuned by Grid Search)
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- **Features:** 37 features derived from technical analysis (SMA, Volatility, Returns) with lookbacks up to 252 days.
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- **Target:** Next day's closing price.
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- **Training Period:**
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## Inference
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To use this model, you must correctly calculate and input all 37 technical features (including moving averages and volatility ratios) for the day prior to the prediction.
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- **Algorithm:** Support Vector Regression (SVR) with RBF/Linear Kernel (Tuned by Grid Search)
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- **Features:** 37 features derived from technical analysis (SMA, Volatility, Returns) with lookbacks up to 252 days.
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- **Target:** Next day's closing price.
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- **Training Period:** 2010-01-01 to 2024-12-31
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## Inference
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To use this model, you must correctly calculate and input all 37 technical features (including moving averages and volatility ratios) for the day prior to the prediction.
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