Table 3 MSE for test set
From: Artificial neural network analysis of the day of the week anomaly in cryptocurrencies
Hidden Neuron | Bitcoin M(1) | Bitcoin M(2) | Ethereum M(1) | Ethereum M(2) | Cardano M(1) | Cardano M(2) |
|---|---|---|---|---|---|---|
5 | 2.20e−3 | 1.49e−3 | 3.83e−3 | 2.41e−3 | 3.04e−3 | 3.77e−3 |
10 | 1.66e−3 | 1.23e−3 | 2.68e−3 | 2.44e−3 | 3.79e−3 | 3.58e−3 |
15 | 1.77e−3 | 1.78e−3 | 2.15e−3 | 2.34e−3 | 4.88e−3 | 4.59e−3 |
20 | 1.54e−3 | 1.88e−3 | 3.19e−3 | 2.17e−3 | 2.92e−3 | 4.05e−3 |
25 | 0.93e−3 | 1.23e−3 | 2.89e−3 | 4.55e−3 | 4.01e−3 | 3.26e−3 |
30 | 1.43e−3 | 2.08e−3 | 2.56e−3 | 3.63e−3 | 4.69e−3 | 4.98e−3 |
Architecture | 7–25-1 | 13–25-1 | 7–15-1 | 13–20-1 | 7–20-1 | 13–25-1 |