Table 6 Sample data for actual close value, predicted close value, tolerance, observed trend, existing trend and error for various stocks using Markov chain and fuzzy interrelated model
Stock Name | Actual close value | Predicted close value | Close value tolerance limit | Observed trend | Existing trend | Error | The Proposed model MAPE tolerance limit | |
|---|---|---|---|---|---|---|---|---|
Predicted minimum close value | Predicted maximum close value | |||||||
IBM | $186.35 | $184.7 | $190.22 | (−1.65, 3.87) | Up trend | Up trend | Zero | |
UNG | $12.61 | $12.17 | $12.8 | (−0.44, 0.19) | Down trend | Down trend | Zero | (−4.9,7.9) |
APPLE INC | $124.25 | $122.16 | $127.1 | (− 2.09, 2.85) | Sideways or Mixed trend | Sideways or Mixed trend | Zero | |