Table 4.
Currency | Linear Kernel | Polynomial Kernel | Radial Kernel | |||||
---|---|---|---|---|---|---|---|---|
Accuracy | c | Accuracy | c | d | Accuracy | c | ||
Binance Coin | 73.2 | 64 | 76.8 | 512 | 3 | 91.5 | 512 | 0.4 |
Bitcoin | 74.5 | 256 | 77.3 | 256 | 3 | 91.8 | 512 | 0.3 |
Cardano | 72.6 | 256 | 74.8 | 512 | 3 | 91.1 | 128 | 0.4 |
Dogecoin | 71.8 | 256 | 76.5 | 512 | 3 | 89.4 | 16 | 0.4 |
Ethereum | 73.0 | 64 | 79.3 | 128 | 3 | 90.9 | 128 | 0.3 |
Ripple | 72.3 | 128 | 75.8 | 512 | 3 | 90.8 | 256 | 0.3 |
Where the parameter c is used for all kernels, d is the degree parameter of the polynomial kernel, and is the radial kernel parameter.