Hyperparameter Optimization

created:: 2023-09-23T21:27:00
up:: Hyperparameter
tags:: #🌱 #machine-learning

Basically, it's a process to automatically find and choose the best Hyperparameter for your machine learning/deep learning model.

Here is the definition of hyperparameter:

In the context of Machine Learning, hyperparameter is some kind of knobs that you can turn to left or right - that has impact to the result/output.

good hyperparameter -> good performance.

There are various ways to do this, such as testing out each values or choose randomly, test it, and compare it with the other outcomes.

Resources