Hyperparameters and tuning

Hyperparameters in general are parameters used for tuning various machine learning functions. This is no different in our application.

On the front screen of our application, the following is what our hyperparameter panel looks like. We will discuss each hyperparameter in detail:

Parameters

Function

This is a list of all available functions for optimization. Simply select the function you would like to use, set the strategy and other parameters, and click the Run button. Please see the function optimization reference for more detailed information about each function. There are over 50 different functions currently available at the time of writing, and we will cover in a later chapter how you can...