Table 6.
Ten Selected Genes with Highest Classification Accuracy Using Linear Discriminant Analysis (LDA), Logistic Egression (LR), and Support Vector Machine (SVM) for Classifying Colon Tumor
LDR | LR | SVM | |||
---|---|---|---|---|---|
gene access number | accuracy | gene access number | accuracy | gene access number | accuracy |
M63391(DES) | 0.8548 | M63391(DES) | 0.8548 | M6391(DES) | 0.8387 |
M76378(EST,245) | 0.8226 | M76378(EST,245) | 0.8387 | M76378(EST,245) | 0.8226 |
M76378(EST,267) | 0.8226 | M76378(EST,267) | 0.8226 | M76378(EST,267) | 0.8387 |
J05032(DARS) | 0.8387 | ||||
R87126(EST) | 0.8226 | R87126(EST) | 0.8226 | ||
M76378(EST,765) | 0.8226 | M76378(EST,765) | 0.8226 | M76378(EST,765) | 0.8387 |
J02854(MYRL2) | 0.7903 | J02854(MYRL2) | 0.8065 | J02854(MYRL2) | 0.8387 |
U25138(KCNMB1) | 0.7742 | U25138(KCNMB1) | 0.7903 | U25138(KCNMB1) | 0.8065 |
T92451(TPM2) | 0.7903 | T92451(TPM2) | 0.7903 | T92451(TPM2) | 0.7742 |
H08393(EST) | 0.7903 | ||||
X86693(SPACL1) | 0.7742 | ||||
M36634(VIP) | 0.7742 | ||||
M26383(IL8) | 0.8065 | ||||
T60155(ACTA2) | 0.7903 | T60155(ACTA2) | 0.7742 | ||
T61629(LAMR1) | 0.7742 |