Outliers

Concept and definition

Outliers

What is Outliers?

Outliers, or outliers, are values that deviate significantly from the majority of other values in a dataset. In the context of artificial intelligence and machine learning, outliers can be a major problem because they can have a negative effect on the accuracy and effectiveness of machine learning models. Outliers can be the result of measurement errors, data entry errors or rare and infrequent events in the dataset environment. If not handled properly, outliers can bias machine learning models and generate inaccurate or insufficient predictions. Therefore, it is important to identify and deal with outliers in datasets before using them to train machine learning models. Common methods for handling outliers include removing outliers, transforming the data to reduce their impact, and using robust models that are less sensitive to outliers.

« 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:
What are the advantages of artificial intelligence?�

The use of Artificial Intelligence in business is becoming more and more common and necessary for the optimization and evolution of processes. In one of our [...]

Read More »
When will artificial intelligence surpass human intelligence? 

Artificial intelligence is changing the world at breakneck speed and you're probably wondering when it will surpass artificial intelligence in the [...]

Read More »
Artificial Intelligence Regulatory Compliance

AI technologies are currently being used in companies to transform business processes, boost customer interaction and improve customer service.

Read More »
AI and process automation to increase efficiency and reduce costs

In this article we are going to focus on how artificial intelligence (AI) can increase efficiency and reduce costs for your company by [...]

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