| Model | BoostDM class | BoostDM score |
|---|---|---|
| (ALL) Acute Lymphoblastic Leukemia | Driver | 0.97 |
| (AML) Acute Myeloid Leukemia | Driver | 0.59 |
| (BOWEL) Bowel | Driver | 1.00 |
| (CANCER) Any Cancer Type | Driver | 1.00 |
| (COADREAD) Colorectal Adenocarcinoma | Driver | 1.00 |
| (LNM) Lymphoid Neoplasm | Driver | 1.00 |
| (LYMPH) Lymphoid | Driver | 1.00 |
| (MBN) Mature B-Cell Neoplasms | Driver | 1.00 |
| (MEL) Melanoma | Passenger | 0.08 |
| (MNM) Myeloid Neoplasm | Driver | 0.62 |
| (MYELOID) Myeloid | Driver | 0.61 |
| (NHL) Non-Hodgkin Lymphoma | Driver | 1.00 |
| (NON_SOLID) Non-solid cancer | Driver | 1.00 |
| (PCM) Plasma Cell Myeloma | Driver | 1.00 |
| (SKCM) Cutaneous Melanoma | Passenger | 0.01 |
| (SKIN) Skin | Passenger | 0.23 |
| (SOLID) Solid cancer | Driver | 1.00 |
| (THYROID) Thyroid | Passenger | 0.09 |
| (WDTC) Well-Differentiated Thyroid Cancer | Passenger | 0.08 |