Radial base function - FBR

Concept and definition

Radial base function - FBR

What is Radial base function - FBR?

The radial basis function (RBF) is a technique used in artificial intelligence and machine learning to approximate features and solve classification and regression problems. RBF is based on a kernel function that measures the similarity between two points in a feature space.

FBR is often used in nonlinear classification problems and data interpolation. The technique is based on the concept that functions can be approximated by linear combinations of radial basis functions centered on the training data.

In FBR, the kernel function defines the relative influence of each training point on the function approximation. Training points closer to the test point have a greater influence on the approximated function.

FBR is often used in conjunction with the gradient descent algorithm to optimize kernel function parameters. It is also used in clustering problems and outlier detection.

« Back to glossary

Do you want to get in touch?

CDRs contain data that a telecommunications company collects about phone calls, such as time and length of call. This data can be used in analytical applications.
Fill the form
Share:
Digital Transformation in SMEs

Nowadays digital transformation is key in any type of business. The 40% of Spanish companies will not exist in its current form in the next few [...]

Read More »
Metrics to measure the impact of artificial intelligence-based trade optimization system.

The commercial optimization software based on artificial intelligence must have feedback of the commercial actions carried out, of the nu [...]

Read More »
The Digital Word-of-Mouth Effect: How Customer Reviews Impact Purchasing Decisions

In today's digital age, online customer reviews and comments have become a key factor influencing purchasing decisions.

Read More »
Big Data applied to business

The Big Data market is booming. Although the need to transform data into information for decision making is not new, the need to [...]

Read More »
See more entries
© Gamco 2021, All Rights Reserved - Legal notice - Privacy - Cookies