Questions Tagged with - gaussian process

Nicola Tue Dec 24 2024 | 7 answers 1460

What is the intuition behind the Gaussian process?

I'm trying to understand the intuition behind the Gaussian process. Could someone explain it in a simple and straightforward way, maybe with an example or analogy?

SoulStorm Tue Dec 24 2024 | 5 answers 839

When to use the Gaussian process?

I'm trying to understand when it's appropriate to use the Gaussian process. I know it's a non-parametric approach to regression and classification, but I'm not sure about the specific scenarios where it would be most effective.

SeoulStyle Mon Dec 23 2024 | 5 answers 670

What is Gaussian process for stock market prediction?

I'm interested in learning about Gaussian process and its application in predicting stock market trends. Could someone explain what Gaussian process is and how it can be used for such predictions?

IncheonBeautyBloom Sun Dec 22 2024 | 6 answers 1419

What is Gaussian Process algorithm?

The Gaussian Process algorithm is a probabilistic model in machine learning that describes the joint probability distribution of a set of random variables, where any finite subset follows a multivariate Gaussian distribution. It's often used in non-parametric Bayesian inference, particularly in regression, time series prediction, and system identification, providing probabilistic predictions and quantifying model uncertainty.