StockPricePrediction

Goal

The objective is to build models that predict stock price movements across different time scales and price thresholds. The model will generate a Buy/Sell/Hold recommendation based on these predictions.

Recommendations:

1. Buy: The stock is expected to exceed a specified threshold.
2. Sell: The stock is expected to underperform by a specified threshold.
3. Hold: The stock is expected to fluctuate between the Buy and Sell thresholds.

Example

• Future time: 2 weeks
• Buy Threshold: 5%
• Sell Threshold: 5%

Interpretation:
The model outputs a Buy recommendation if it predicts that the stock price will increase by 5% or more within the next 2 weeks.

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