hyperparameter

noun2

1. •
   A parameter of a prior (as distinguished from inferred parameters of the model for the underlying system under analysis).

   • this model has four hyperparameters
2. •
   A parameter whose value is set before the learning process begins.

   • The ideal learning algorithm just takes a dataset and outputs a function, without requiring hand tuning of hyperparameters. — 2016