Hybrid Machine Learning Technique for Forecasting Dhaka Stock Market Timing Decisions

Table 3

Sample of Dhaka stock index after postprocessing.

Date	Total trade	Total volume	Total value in Tk (mn)	Total market cap. in Tk (mn)	DSE general index	MA5 (1000)	MA12 (1000)	PROC	RSI	MACD	𝐷
6/3/2012	79024	52834504	2773.02	2582225.4	4855.36	4.71	4.82	−3.694	36.57	−97.68	−1
6/4/2012	98570	64218144	3279.275	2509830.4	4675.98	4.72	4.79	1.410	30.74	−101.5	1
6/5/2012	59303	38597358	1956.071	2537026.4	4741.94	4.74	4.77	1.055	35.86	−98.23	1
6/6/2012	72496	62699058	3079.895	2557495.7	4791.98	4.76	4.75	−0.471	39.82	−90.49	−1
6/7/2012	79537	56802386	2989.67	2551077.1	4769.39	4.77	4.74	−0.916	39.69	−85.19	−1
6/10/2012	36858	27487186	1363.139	2532069	4725.73	4.74	4.73	−0.773	34.80	−83.56	−1