Mahalanobis Distance
Mahalanobis Distance is a statistical measure used to determine the similarity between two datasets. It takes into account the correlation between variables and the scales of the variables. It is often used in multivariate analysis, pattern recognition, and outlier detection. The Mahalanobis distance between two points is the distance between them after adjusting for the covariance between variables. It is calculated by taking the square root of the sum of squared differences between the two points, where each difference is divided by the corresponding variance-covariance matrix. The Mahalanobis distance is a useful tool for identifying outliers in a dataset, as points that are far from the center of the dataset are likely to have a high Mahalanobis distance.
Your Previous Searches
Random Picks
- Smart Environments: Smart Environments refer to physical spaces that are equipped with sensors, devices, and other technologies that enable them to collect and analyze data, and respond to changes in their environment. These environments are designed to be int ... Read More >>
- Request-response: In the context of data science and artificial intelligence, request-response refers to the communication pattern between a client and a server. The client sends a request to the server, which then processes the request and sends a response ... Read More >>
- Memory Allocation: Memory allocation is the process of reserving a portion of a computer's memory for a specific purpose. In data science and artificial intelligence, memory allocation is a critical aspect of optimizing the performance of algorithms and model ... Read More >>
Top News
International student has visa revoked just days after getting new job, work per...
After graduating in Boston, an international student was hired as a quantitative analyst and even received his work permit days ago. Then, an email changed everything....
News Source: CBS News on 2025-04-19
Top admiral says China is outbuilding the US on warships at a shocking rate...
China's naval buildup is overshadowing the US as Chinese leader Xi Jinping pushes the military toward big modernization and combat readiness goals....
News Source: Business Insider on 2025-04-18
Demis Hassabis | Sunday on 60 Minutes...
Demis Hassabis, a pioneer in artificial intelligence, discusses his effort to develop artificial general intelligence (AGI) — a type of AI with the potential to match the versatility and creativity ...
News Source: CBS News on 2025-04-18
7 Goldman Sachs insiders explain how the bank's new AI sidekick is helping them ...
From analyst to partner, seven Goldman employees shared a look at how the bank's internal ChatGPT-like tool is making their jobs better and faster....
News Source: Business Insider on 2025-04-18
Viral AI-made art trends are making artists even more worried about their future...
From Studio Ghibli-inspired illustrations to doll “starter packs,” an explosion of AI-generated images in recent weeks has sparked a fresh wave of concern among artists....
News Source: NBC News on 2025-04-18