Table 2 Parameters used in the classifiers
From: A web tool for the global identification of pig breeds
Classifier | Tuned parameters | Default parameters |
|---|---|---|
KNN | K = 3 | l = 0 |
NSC | – | threshold = 30 |
PLS-DA | ncomp = 150 | probMethod = "softmax" |
RF | – | ntree = 500, mtry = sqrt(p), |
SVMp | – | degree = 3, scale = true, gamma = 1/p, cost = 1 |
SVMr | – | scale = true, gamma = 1/p, cost = 1 |