From: Predicting chemotherapy response using a variational autoencoder approach
Hyperparameter name | Hyperparameter description | Hyperparameter range |
---|---|---|
n_neighbors | Number of neighbors to use | (1, 2, 3, \(\ldots\), 20) |
weights | Weight function used in prediction | (‘uniform’, ‘distance’) |
algorithm | Algorithm used to compute the nearest neighbors | (‘ball_tree’, ‘kd_tree’, ‘brute’, ‘auto’) |
leaf_size | Leaf sized passed to BallTree or KDTree | (1, 2, 3, \(\ldots\), 20) |
p | Power parameter for the Minkowski metric | (1, 2, 3, 4) |