Table 17 model A tree of the classification model for full training set, obtained by the execution of Random Forest on DNA methylation data of Breast Invasive Carcinoma
From: Combining DNA methylation and RNA sequencing data of cancer for supervised knowledge extraction
DNM2_dnaMeth <3.68 |
∥ CRYAB_dnaMeth <2.01 |
∥ ∥ AUNIP_dnaMeth <1.51 : tumoral (27/0) |
∥ ∥ AUNIP_dnaMeth ≥1.51 |
∥ ∥ ∥ NPY_dnaMeth <4.85 |
∥ ∥ ∥ ∥ SACM1L_dnaMeth <2.65 |
∥ ∥ ∥ ∥ ∥ LINC00336_dnaMeth <4.05 : tumoral (2/0) |
∥ ∥ ∥ ∥ ∥ LINC00336_dnaMeth ≥4.05 : normal (8/0) |
∥ ∥ ∥ ∥ SACM1L_dnaMeth ≥2.65 : normal (76/0) |
∥ ∥ ∥ NPY_dnaMeth ≥4.85 |
∥ ∥ ∥ ∥ PLEKHM2_dnaMeth <20.49 : tumoral (9/0) |
∥ ∥ ∥ ∥ PLEKHM2_dnaMeth ≥20.49 : normal (5/0) |
∥ CRYAB_dnaMeth ≥2.01 : tumoral (114/0) |
DNM2_dnaMeth ≥3.68 |
∥ SPRYD4_dnaMeth <1.3 ∥ ∥ DAP3_dnaMeth <2.21 |
∥ ∥ ∥ MYOG_dnaMeth <11.05 : tumoral (646/0) |
∥ ∥ ∥ MYOG_dnaMeth ≥11.05 |
∥ ∥ ∥ ∥ GMEB2_dnaMeth <9.57 : tumoral (1/0) |
∥ ∥ ∥ ∥ GMEB2_dnaMeth ≥9.57 : normal (1/0) |
∥ ∥ DAP3_dnaMeth ≥2.21 : normal (1/0) |
∥ SPRYD4_dnaMeth ≥1.3 |
∥ ∥ LBX1-AS1_dnaMeth <10.63 : normal (5/0) |
∥ ∥ LBX1-AS1_dnaMeth ≥10.63 : tumoral (2/0) |
Size of the tree: 25 |