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

Table 2

The results of labeling data instances for the companies Sabic, Jarir, Alrajhi, and STC with UP and DOWN labels for the period from January 2010 to August 2021.

Label distribution (%)		Symbol	Ticker ID
UP (%)	Down (%)
56.3	43.7	Sabic	2010
57.0	43.0	Jarir	4190
58.1	41.9	Alrajhi	1120
51.7	48.3	STC	7010