Hybrid Machine Learning Technique for Forecasting Dhaka Stock Market Timing Decisions

Algorithm 1

IF-THEN Rule:

IF     MACD([−5.539, 30.423))

      and MA5([*, 1890.3983))

      and PROC([−0.3743, 0.6278))

THEN      Decision class (−1) OR (1)

       Training data

      Support (LHS) = 194

     Coverage (LHS) = 0.2189

     Accuracy (RHS) = 0.6390

         Testing data

      Support (LHS) = 190

     Coverage (LHS) = 0.1989

     Accuracy (RHS) = 0.6768