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. 2026 Feb 13;16(4):555. doi: 10.3390/diagnostics16040555
ABC AdaBoost Classifier
AdaBoost Adaptive Boosting
ANN Artificial Neural Network
DT Decision Tree
GB Gradient Boosting
J48 Decision Tree Classifier
JRip Rule learner for classification
KNN k-Nearest Neighbors
LASSO Least Absolute Shrinkage and Selection Operator
LDA Linear Discriminant Analysis
LIBLINEAR Library for Large Linear Classification
LIBSVM Library for Support Vector Machines
LightGBM Light Gradient Boosting Machine
LR Logistic Regression
MLP Multilayer Perceptron
MLR Multiple Logistic Regression
NN Neural Network
RF Random Forest
RFC Random Forest Classifier
RIPPER Repeated Incremental Pruning to Produce Error Reduction
SMO Sequential Minimal Optimization
SVC Support Vector Classifier
SVM Support Vector Machine
SVM-K Support Vector Machine with Dimension Reduction
XGBoost eXtreme Gradient Boosting