ML |
machine learning |
BERT |
bidirectional encoder representations from transformer |
SSA |
soft symmetric alignment |
SMOTE |
synthetic minority over-sampling technique |
KNN |
k-nearest neighbor |
RF |
random forest |
SVM |
support vector machine |
LGBM |
light gradient boosting machine |
LR |
logistic regression |
SCM |
scoring card method |
ACC |
accuracy |
BACC |
deduced balanced accuracy |
Sn |
sensitivity |
Sp |
specificity |
MCC |
Matthew’s coefficient correlation |
ROC |
receiver operating characteristic curve |
auROC |
area under the receiver operating characteristic curve |
PCA |
principal components analysis |
UMAP |
uniform manifold approximation and projection |