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. 2019 Oct 16;19(20):4479. doi: 10.3390/s19204479
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