ML |
Machine Learning |
RF |
Random Forest |
XGBoost |
Extreme Gradient Boosting |
SVM |
Support Vector Machine |
kNN |
k-Nearset Neighbour |
NB |
Näive Bayes |
LDA |
Linear Discriminant Analysis |
NNET |
Neural Network |
DT |
Decision Tree |
LOOA |
Leave-Out-One-Animal |
CV |
Cross Validation |
TP |
True Positive |
FP |
False Positive |
FN |
False Negative |
TN |
True Negative |
AUC |
Area Under the Curve |
PPV |
Positive Predictive Value |
ROC |
Receiver Operating Characteristic |
PDP |
Partial Dependence Plot |
BITEFREQ |
Bite Frequency |
GRAZINGSTART |
Grazing Start |
RUMINATECHEW |
Rumination Chews |
RUMICHEWBOLUS |
Rumination Chews per Bolus |
RUMIBOUTLENGTH |
Rumination Bout Length |
RUMIBOUTTIME |
Rumination Bout Time |
HACTIVITY |
Head Activity (index) |
LAYDOWN |
Laying Down |