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

Table 5

Performance results of different learning models for two companies Jarir and Sabic applying temporal partitioning. Underlined values represent the model with the highest performance.

Symbol	Ticker ID	Model	Accuracy (%)	Precision (%)	Recall (%)
Jarir	4190	SVM	73.3	75.8	80.8
		RF	73.5	76.0	81.2
		ANN	71.7	74.6	79.5
		LSTM	72.6	75.8	79.2
Sabic	2010	SVM	69.5	70.4	76.7
		RF	70.1	70.8	77.3
		ANN	67.8	68.8	76.5
		LSTM	69.1	70.5	76.3