Mutual Information

Mutual Information is a measure of the mutual dependence between two variables. In data science, it is used to determine the relationship between two variables by measuring the amount of information that one variable provides about the other. It is a non-parametric method that can be used to identify the strength of the relationship between two variables, regardless of their distribution. Mutual Information is widely used in feature selection, where it helps to identify the most relevant features for a given problem. It is also used in clustering, classification, and regression tasks. In Artificial Intelligence, Mutual Information is used in the field of Natural Language Processing (NLP) to measure the similarity between two texts or documents. It is also used in image processing to measure the similarity between two images.
Your Previous Searches
Random Picks
  • Statistical Information: Statistical information refers to the data that has been collected, analyzed, and interpreted using statistical methods. It is used to describe and summarize a particular phenomenon or population, and to make inferences and predictions abou ... Read More >>
  • Inferences: Inferences refer to the process of drawing conclusions or making predictions based on available data. In data science and artificial intelligence, inferences are often made using statistical models and machine learning algorithms. These mod ... Read More >>
  • On-page Optimization: On-page optimization refers to the process of optimizing individual web pages in order to rank higher and earn more relevant traffic in search engines. It involves optimizing both the content and HTML source code of a page. On-page optimiza ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19