Machine Learning-Based Decision-Making for Stock Trading: Case Study for Automated Trading in Saudi Stock Exchange

<div>Predicted stock price movements (produced by the RF model) are compared to the actual stock closing prices for two stock companies, Jarir (a) and Sabic (b). Red markers correspond to stock price predicted to be down, whereas blue markers correspond to price predicted to move up.</div>

Scientific Programming

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Figure 2

Figure 2: Machine Learning-Based Decision-Making for Stock Trading: Case Study for Automated Trading in Saudi Stock Exchange 