
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
- Dimensionality Reduction Techniques: Dimensionality reduction techniques are methods used to reduce the number of features or variables in a dataset while retaining as much information as possible. These techniques are commonly used in data science and machine learning to addr ... Read More >>
- Hypothesis Testing: Hypothesis testing is a statistical method used to determine whether a hypothesis about a population parameter is supported by the sample data. It involves formulating a null hypothesis and an alternative hypothesis, selecting a significanc ... Read More >>
- Semiconductor Manufacturing: Semiconductor manufacturing is the process of creating integrated circuits (ICs) or chips using various techniques such as photolithography, etching, deposition, and doping. The process involves the creation of a wafer, which is a thin slic ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21

Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20

China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20

Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20