Variances

Variances refer to the measure of how spread out a set of data is. In data science, variances are used to determine the variability of a dataset and how much the data points deviate from the mean. It is calculated by taking the average of the squared differences from the mean. Variances are important in statistical analysis as they help in understanding the distribution of data and in making predictions. In machine learning, variances are used to evaluate the performance of a model. A high variance indicates that the model is overfitting the data, while a low variance indicates that the model is underfitting the data.
Your Previous Searches
Random Picks
  • Layered Architecture: Layered architecture is a software architecture pattern that divides the system into multiple layers, each responsible for a specific functionality. Each layer interacts only with the layer directly below or above it, creating a hierarchica ... Read More >>
  • Data Stream Processing: Data Stream Processing is a method of analyzing and performing operations on real-time data as it is generated, without storing the data in a database. It involves processing continuous streams of data from various sources, such as sensors, ... Read More >>
  • Build Automation: Build automation is the process of automating the creation and deployment of software builds. It involves using tools and scripts to automate the building, testing, and deployment of software applications. Build automation helps to reduce t ... Read More >>
Top News

Stock market today: Asian shares mostly slip despite Nvidia's solid earnings rep...

Asian shares have mostly fallen after a mixed close on Wall Street, with regional markets shrugging off a strong profit report from Nvidia that was released after U.S. markets closed...

News Source: ABC News on 2024-11-21

The Department of Justice asks court to force Google to spin off Chrome...

The US government formally proposed a partial breakup of Google on Wednesday, urging a federal judge to force a sale of the company’s Chrome web browser......

News Source: CNN on 2024-11-21

The Department of Justice asks court to force Google to spin off Chrome | CNN Bu...

The US government formally proposed a partial breakup of Google on Wednesday, urging a federal judge to force a sale of the company’s Chrome web browser after a landmark ruling this year finding tha...

News Source: CNN on 2024-11-21

Class action lawsuit on AI-related discrimination reaches final settlement...

A federal judge has signed off on a settlement agreement Wednesday in a class action lawsuit alleging that an algorithm designed to score rental applicants discriminated on the basis of race and incom...

News Source: ABC News on 2024-11-21

Are food recalls and outbreaks on the rise?...

The FDA says America's food supply is still "one of the safest in the world," despite some recent high-profile recalls and outbreaks....

News Source: CBS News on 2024-11-21