NN |
Neural Network |
CNN |
Convolutional Neural Network |
RF |
Random Forest |
GBM |
Gradient Boosted Machine |
XGB |
eXtreme Gradient Boosted Machine |
DT |
Decision Trees |
CART |
Classification and Regression Trees |
SVM |
Support Vector Machine |
BM |
Bayesian Models |
BN |
Bayesian Network |
LDA |
Linear Discriminant Analysis |
PDA |
Penalised Discriminant Analysis |
LReg |
Linear Regression |
LR |
Logistic Regression |
MLR |
Multiple Linear Regression |
LASSO |
Least Absolute Shrinkage and Selection Operator |
GLMNET |
Elastic-Net Regularized Generalised Linear Models |
PLS-DA |
Partial Least Squares-Discriminant Analysis |
sPLS-DA |
Sparse Partial Least Squares-Discriminant Analysis |
PCA |
Principal Component Analysis |
MLP |
Multi-Layer Perceptron |
BLUP |
Best Linear Unbiased Prediction |
PCC |
Pearson Correlation Coefficient |
RMSE |
Root Mean Square Error |
|
Coefficient of Determination |
AUC |
Area Under the Curve |
NIR |
Near-Infrared Spectroscopy |
DON |
Deoxynivalenol |