Table 1 List of acronyms.
Acronym | Full form | Acronym | Full form |
|---|---|---|---|
ADB | AdaBoost | HIPAA | Health Insurance Portability and Accountability Act |
ANN | Artificial neural networks | KNN | K-nearest neighbour |
AUC | Area under the curve | LGBM | Light gradient boosting machine |
AUPRC | Area under the precision-recall curve | LIME | Local interpretable model-agnostic explanations |
BDT | Bagged decision tree | LR | Logistic regression |
BME | Bagging meta-estimator | MCC | Matthews correlation coefficient |
BMI | Body mass index | MLP | Multilayer perceptron |
BNB | Bernoulli naive Bayes | NB | Naive Bayes |
CART | Classification and regression trees | PBD | Pediatric big data |
CB | Cat boosting | PLS | Partial least squares |
DT | Decision tree | RF | Random forest |
EHR | Electronic health record | ROC | Receiver operating characteristic |
ERT | Extremely randomized trees | SD | Standard deviation |
ET | Extra trees | SHAP | SHapley additive exPlanations |
FN | False negative | SVM | Support vector machine |
FP | False positive | TN | True negative |
FDA | Food and Drug Administration | TP | True positive |
FPR | False positive rate | TPR | True positive rate |
GB | Gradient boosting | WHO | World Health Organisation |
GDPR | General Data Protection Regulation | XAI | Explainable artificial intelligence |
GLM | Generalized linear model | XGB | Extreme gradient boosting |
GNB | Gaussian naive Bayes |
