Table 4 Various 3ASC models with different algorithms and features
Model name | Algorithms | Data training | Bayesian score | Symptom similarity | 3Cnet score | QC-related features | Inheritance pattern |
|---|---|---|---|---|---|---|---|
3ASC (Baseline) | Multiplication | No | Yes | Yes | Yes | No | No |
3ASC_LR | Logistic regression | Yes | Yes | Yes | Yes | No | No |
3ASC_LR_QC | Logistic regression | Yes | Yes | Yes | Yes | Yes | No |
3ASC_LR_ALL | Logistic regression | Yes | Yes | Yes | Yes | Yes | Yes |
3ASC_RF | Random forest | Yes | Yes | Yes | Yes | No | No |
3ASC_RF_QC | Random forest | Yes | Yes | Yes | Yes | Yes | No |
3ASC_RF_ALL | Random forest | Yes | Yes | Yes | Yes | Yes | Yes |