[Script]: Stock Price Direction Prediction #2680
Description
Aim
Aims to predict whether the stock price of Tesla Inc. will increase or decrease in the next two days, leveraging technical indicators and moving averages
Details
Random Forest classifier is employed for the prediction, and GridSearchCV hyperparameter tuning is performed to optimize model performance. The dataset is downloaded using the Yahoo Finance API and contains columns for 'Open,' 'High,' 'Low,' 'Close,' and 'Volume' prices. It calculates moving averages, Bollinger Bands, Relative Strength Index (RSI), and Commodity Channel Index (CCI) as additional features for the classification.
Record
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