Research Article
Predicting Stock Market Volatility from Candlestick Charts: A Multiple Attention Mechanism Graph Neural Network Approach
Table 5
Execution time of different algorithms.
| | Stocks | CNN1 | CNN2 | RNN | LSTM | SVM | CNN-LSTM | Our method | | Train | Test | Train | Test | Train | Test | Train | Test | Train | Test | Train | Test | Train | Test |
| | Execution time | 41567.59 | 3426.30 | 37319.36 | 3061.80 | 45681.72 | 3645.00 | 43628.81 | 3193.02 | 35637.07 | 2843.10 | 63617.63 | 3112.83 | 35314.57 | 2551.50 |
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