Uniform
This distribution type is a simple uniform distribution. This assumes an ideal scenario with an equal sample size for all clients. Each client is assigned a fixed percentage of the overall dataset. The total number of samples depends on the total number of clients. The samples are selected with replacement from the entire training set.
Parameters
| Key | Description | Example Value |
|---|---|---|
| data_quantity_base_parameter | Percentage of data to assign to each client | 0.01 |