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. 2023 Oct 10;12(20):6439. doi: 10.3390/jcm12206439
T2DM Type 2 diabetes mellitus
IoT Internet of Things
IDF International Diabetes Foundation
WHO World Health Organization
VOC Volatile Organic Compounds
MOS Metal-Oxide-Semiconductor
ML Machine Learning
BGL Blood glucose level
E-Nose Electronic Nose
DiabeticSense Non-invasive multi-sensor diabetes detection device
ADC Analog-to-digital converter
LP Liquefied petroleum
ppm parts per million
mL milli-Litre
abs absolute
max maximum
min minimum
mean mean or average
stdDev standard deviation
avg average
G-Boost Gradient Boosting
DT Decision Tree
KNNs K-Nearest Neighbours
ENet Elastic Net
SVMs Support Vector Machines
XG-Boost eXtreme Gradient Boosting
RF Random Forest
AUC Area Under the Curve
MeanAcc Mean Accuracy
SHAPs Shapley additive explanations
BP Blood Pressure
SPO2               Oxygen level in blood
FFT Fast Fourier Transform
SMOTE Synthetic Minority Oversampling TEchnique
MSE Mean Square Error
sqrt Square root
T Temperature
H Humidity
°C degree Celsius