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. 2022 Dec 22;20(1):136. doi: 10.3390/ijerph20010136
SARS-CoV-2 Severe acute respiratory syndrome coronavirus 2
XGBoost Xtreme Gradient Boost
SHAP SHapley Additive explanations
XAI eXplainable AI
PCR Polymerase chain reaction
ML Machine learning
ARM Association rule mining
WHO World Health Organisation
SVM Support vector machine
ANN Artificial neural network
RF Random forest
kNN k-nearest neighbours
SP São Paulo
DESC_RESP (RESP_DIS) Desconforto Respiratório (Respiratory Discomfort)
DOR_ABD (ABD_PAIN) Dor Abdominal (Abdominal Pain)
PERD_OLFT Perda de Olfato (Loss of Smell)
PERD_PALA Perda de Paladar (Loss of Taste)
CLASSI_FIN Classificação Final (Final Classification)
SMOTE Synthetic minority oversampling technique
XGBClassifier Xtreme Gradient Boost Classifier
TP True positive
TN True negative
FP False positive
FN False negative
SEPT20 September 2020
OCT20 October 2020
NOV20 November 2020