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Tuning Hyperparameters

  1. Create a New Trial and navigate to the Models tab.
  2. Enable the desired model. You can find details on all available models here.
  3. Adjust any hyperparameters by selecting Default, Tunable, or Fixed from the dropdown next to the parameter you want to modify:
    • Default: Uses evoML's predefined settings.
    • Fixed: Keeps the parameter constant without optimisation.
    • Tunable: Allows users to define a range for optimisation.
  4. Ensure the desired hyperparameter optimisation algorithm is selected here.
  5. Click Start at the top left to begin the trial.

model tuning