Research Article
Is Deep Learning for Image Recognition Applicable to Stock Market Prediction?
Table 1
Technical indicators used for the proposed prediction model.
| | Technical indicators | Formula (n=20) | Explanation |
| | SMA | | |
| | EMA | | The closing price at time i
= Exponentially moving average of the closing price at time i-1
= the percentage using the price value |
| | MACD | | Fast MA is the moving average
Slow MA is the moving average (20) |
| | ROC | | |
| | Fast %K | | |
| | Slow %D | | = SMA (Fast %K, KMA)
KMA = Period of moving average used to smooth the slow %K values |
| | Upper Band | | n-period moving average | | Lower Band | | = factor applied to the standard deviation value |
| | %B | | |
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