AI-Based Prediction of Capital Structure: Performance Comparison of ANN SVM and LR Models
Table 1
Data representing the stock market indices of different companies with industries and market capitalization representing local currency.
Equity index
Company
Industry
Market capitalization (millions of the trading currency as of July 2021)
BOVESPA (Brazil)
Vale
Materials (steel)
565,010.2 BRL
Petroleo Brasileiro
Energy (integrated oil and gas)
376,650.0 BRL
Weg
Industrials (electrical components and equipment)
156,088.6 BRL
SSEC (China)
PetroChina Company
Energy (integrated oil and gas)
970,735.0 HKD
China Petroleum and Chemical Corp.
Energy (integrated oi and gas)
592, 658.1 HKD
China Tourism Group
Consumer discretionary
478,629.0 HKD
Tadawul (Saudi Arabia)
Saudi Telecom Company
Communication services (integrated telecommunication services)
271,194.9 SAR
Saudi Electricity Company
Utilities (electric utilities)
112,289.7 SAR
Saudi Arabian Mining Company
Materials (diversified metals and mining
85,895.3 SAR
Note.: Vale is the world’s largest producer of iron ore, pellets, and nickel in Brazil. Petroleo Brasileiro is an oil and gas company also known as Petrobras. WEG is a Brazilian company, operating worldwide in the electric engineering, power, and automation technology areas [48, 49]. BRL: Brazilian Real, HKD: Hong Kong Dollar, and SAR: Saudi Riyal.
