Full Form	Abbreviation
Linear Regression	LR
Logistic Regression	LoR
Cross Validation	CV
Area Under Curve	AUC
Area Under Precision-Recall	AUPR
Gradient Boosting Machine	GBM
Hypertension	HTN
Length of Stay	LoS
Machine Learning	ML
Mean Absolute Error	MAE
National Health Insurance	NHI
National Health Insurance Research Database	NHIRD
Random Forest	RF
Root Mean Square Error	RMSE
Receiver Operating Characteristics	ROC
Support Vector Machine	SVM
Type 2 Diabetes Mellitus	T2DM
Extreme Gradient Boosting	XGBoost
Exploratory Data Analysis	EDA
Interquartile Range	IQR
K-Neighbors Classifier	KNN
Bagging Classifier	BC
Gradient Boosting Classifier	GBC