Training set

Concept and definition

Training set

What is Training set?

Training set, in the context of artificial intelligence and machine learning, refers to a data set that is used to train a machine learning model or algorithm.

The training set consists of a set of labelled examples, where each example includes features (also known as independent variables or predictors) and a label (also known as a dependent or target variable). The machine learning model uses the training set to learn to relate input features to output labels, so that it can generalise to predict output labels for new examples.

The training set is a critical component of the machine learning process, as the quality and quantity of the training data influences the accuracy of the resulting model.

« 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:
How do I know if a customer will pay me?

When it comes to gaining new clients, everything is joy and satisfaction for being able to provide them with our service or sell them our product in the best way possible, and we [...]

Read More »
2 case studies on Artificial Intelligence: sales and risk

How is artificial intelligence helping us? Artificial intelligence (AI) has gone from being the stuff of science fiction movies to a [...]

Read More »
OpenAI: What is it, how to use it and what can you do with this artificial intelligence?

OpenAI is a technology company created by the main leaders in artificial intelligence that, in its beginnings, defined itself as an organization that [...]

Read More »
How to choose the best Business Intelligence (BI) solution for your business

More and more companies are taking advantage of the relevant information they extract from the data they possess and generate to improve their processes and discover new ways to [...]

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