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

Table 10

The performance of hedge funds (rounded) managed by the top investment banks in Saudi Arabia for the period from January 2018 to August 2021.

Hedge fund	2018 (%)	2019 (%)	2020 (%)	2021 (%)	Total (%)
Morgan Stanley SA	17	15	10	42	84
Alrajhi capital	11	10	19	42	82
Alarabi national	11	14	15	35	75
Aljazera capital	12	14	12	37	75
Albilad capital	8	18	12	34	72
Saudi franci	12	15	9	33	69
HSBC SA	10	12	10	36	68
Riyadh capital	15	8	10	34	67
Alinma investment	6	2	17	35	60
Alahli capital	7	15	7	31	60
Median	11	14	10	35	70
Our method (best)	16	16	17	37	86