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Identification of hub genes for PD using machine learning. (a and b) Impact of decision tree numbers on cross-validation error of Random Forest (RF) classifier. (c and d) Optimal error and accuracy rates of Support Vector Machine (SVM) model based on individual genes. (e) Logarithm (Lambda) values of genes in LASSO model and optimal Log values in the LASSO model. (f) Venn diagram illustrating overlapping genes in LASSO, SVM, and RF models.
