grid-search

Vocabulary Word

Definition

'Grid-search' is a way to try out lots of options to figure out the best one. This is often used in computer science, especially in machine learning, to find the best model parameters.

Examples in Different Contexts

In artificial intelligence, 'grid search' is employed to automate the tuning of parameters across a comprehensive set of combinations, facilitating the development of more efficient AI algorithms. An AI researcher might note, 'Grid search is a crucial tool in our AI development process, allowing us to systematically evaluate how different parameter settings affect performance.'

Practice Scenarios

Business

Scenario:

Our customer behaviour predictions are off. We may need to revisit the assumptions behind our predictive models.

Response:

Maybe we can use a grid-search approach to identify the best combination of factors for our model.

Technology

Scenario:

Our machine learning model isn't providing accurate predictions. We may need to retune some of the parameters.

Response:

I agree. Let's run a grid-search to optimize our model parameters for improved accuracy.