Feedback

Concept and definition

Feedback

What is Feedback?

Feedback refers to information that is provided to a machine learning system or model after it has made a prediction or decision. Feedback is used to improve model performance by correcting errors and updating model parameters accordingly.

Feedback can be positive or negative, and can be provided in a supervised or unsupervised manner. In supervised learning, feedback is provided in the form of training labels that are used to adjust the model. In unsupervised learning, feedback is provided through comparison of model predictions with real-world observations.

Feedback is important in machine learning because it allows models to adapt and improve over time. Without feedback, models may stagnate at sub-optimal solutions and not be able to learn effectively from new data. In addition, feedback is also important for the evaluation of model performance, as it allows the comparison of model predictions with actual observations and the identification of possible errors or inconsistencies.

« 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:
Main branches of Artificial Intelligence

Artificial Intelligence (AI) derives from a series of models or branches that can be used in different areas of people's lives, as well as in different areas of [...]

Read More »
NPLs and recovery of delinquent portfolios

Normally the acronym NPLs (Non Performing Loans) is used in the financial sector and is a reality in Spanish banks as well as in banks [...].

Read More »
AI against non-payments and defaulters

An article published in April 2021 by Óscar Jiménez El Confidencial, was titled "34,000 M prize for banks for applying well i [...]

Read More »
What is Natural Language Processing?

Natural Language Processing or NLP analyzes how machines understand, interpret and process human language.

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