Before revision:  To address this issue, this paper exploits Principal Component Analysis and Factor Analysis as feature selection algorithms to select important features, summarise the similar features together and obtain a minimum set of features for four sectors, Financial Sector, Energy Sector, Health Care Sector, Consumer Discretionary Sector.
After revision:  To address this issue, this paper exploits Principal Component Analysis and Factor Analysis as feature selection algorithms to select important features, summarized the similar features together and obtain a minimum set of features for four sectors, Financial Sector, Energy Sector, Health Care Sector, Consumer Discretionary Sector.