Basic Study
Copyright ©The Author(s) 2023.
World J Gastroenterol. May 21, 2023; 29(19): 2961-2978
Published online May 21, 2023. doi: 10.3748/wjg.v29.i19.2961
Figure 4
Figure 4 Screening of disease signature genes. A: The process of least absolute shrinkage and selection operator regression screening of characteristic genes; B: The relationship between the error and the number of variables in support vector machine-recursive feature elimination; C: The impact of the amount of decision trees on the error rate; D: The name of the characteristic gene and the score of gene importance obtained by RF screening; E: The Venn diagrams of the intersection eigengenes obtained by the three algorithms. SVM: Support vector machine; LASSO: The least absolute shrinkage and selection operator; RF: Random forest.