Table 3 Hyperparameter settings for machine learning models
From: MAC-ErrorReads: machine learning-assisted classifier for filtering erroneous NGS reads
ML models | Hyperparameters |
|---|---|
SVM | C = 1 |
RF | n_estimators = 100, min_samples_split = 2, min_samples_leaf = 1 |
LR | C = 1, penalty = L2, solver = lbfgs |
NB | Alpha = 0.1 |
XGBoost | Max_depth = 3, n_estimators = 300, learning rate = 0.1 |