Normalization Function | Linear Kernel | RBF Kernel | Polynomial Kernel | |||
---|---|---|---|---|---|---|
 | Amino Acid | Dipeptide | Amino Acid | Dipeptide | Amino Acid | Dipeptide |
No Function | 0.46 (0.44, 0.44, 0.48, 0.47, 0.46*) | 0.51 (0.49, 0.52, 0.51, 0.52, 0.52) | 0.66 (0.63, 0.60, 0.62, 0.67, 0.75) | 0.66 (0.63, 0.63, 0.62, 0.66, 0.74) | 0.60 (0.57, 0.58, 0.60, 0.61, 0.65) | 0.62 (0.64, 0.62, 0.58, 0.59, 0.66) |
Natural Logarithm | 0.57 (0.58, 0.52, 0.59, 0.58, 0.58) | 0.59 (0.58, 0.55, 0.60, 0.60, 0.60) | 0.67 (0.65, 0.64, 0.68, 0.68, 0.72) | 0.68 (0.68, 0.65, 0.65, 0.67, 0.73) | 0.64 (0.63, 0.61, 0.64, 0.66, 0.67) | 0.66 (0.67, 0.53, 0.65, 0.68, 0.73) |
Square root | 0.54 (0.53, 0.51, 0.56, 0.55, 0.54) | 0.58 (0.57, 0.56, 0.58, 0.59, 0.60) | 0.70 (0.69, 0.67, 0.68, 0.71, 0.74) | 0.72 (0.72, 0.68, 0.67,0.72,0.80) | 0.66 (0.63, 0.61, 0.64, 0.66, 0.68) | 0.69 (0.67, 0.53, 0.66, 0.68, 0.73) |