You cannot use a custom objective function with Hyperopt as it only supports built-in objective functions.

You can define your custom objective function and pass it directly to Hyperopt's fmin function as the 'func' parameter.

You need to modify the source code of Hyperopt to include your custom objective function.

You should use a different hyperparameter optimization library that supports custom objective functions.