Outcome Variable
In Data Science, an outcome variable is a variable that is being predicted or explained by one or more independent variables. It is also known as a dependent variable or response variable. The outcome variable is the main focus of a statistical or machine learning model, as the goal is to accurately predict or explain its values based on the values of the independent variables. The choice of the outcome variable is crucial in any data analysis, as it determines the objective of the study and the type of model that will be used. For example, in a medical study, the outcome variable could be the presence or absence of a disease, and the independent variables could be age, gender, and lifestyle factors. In a marketing study, the outcome variable could be the sales volume of a product, and the independent variables could be the price, promotion, and distribution channels.
Your Previous Searches
Random Picks
- Advanced Encryption Standard: Advanced Encryption Standard (AES) is a symmetric encryption algorithm used to protect sensitive data. It is a block cipher that encrypts data in fixed-size blocks of 128 bits using a key of 128, 192, or 256 bits. AES is widely used in vari ... Read More >>
- Program Optimization: Program optimization refers to the process of improving the performance of a computer program by making it run faster, use less memory, or consume fewer other resources. This is typically achieved by analyzing the program's code and making ... Read More >>
- Mathematical Algorithms: Mathematical algorithms are a set of rules or procedures that are used to solve mathematical problems. These algorithms are designed to perform mathematical operations such as addition, subtraction, multiplication, and division, as well as ... Read More >>
Top News
Inside the $3 billion school security industry as shootings continue...
Products like AI surveillance monitoring and collapsible safe rooms have hefty price tags for schools, while bulletproof backpacks and school supplies are marketed to fearful parents....
News Source: CBS News on 2024-11-20
Pew study: 1 in 5 Americans get their news from social media influencers...
Happy Tuesday. Here’s your Tuesday Tech Drop, my collection of the past week’s top stories from the intersection of technology and politics....
News Source: MSNBC on 2024-11-19
AI photos showing girl students with nude bodies roil private school in Pennsylv...
Images that depict the faces of girls with nude bodies have led to the departure of leaders from a private school in Pennsylvania, prompted a student protest and triggered a criminal investigation...
News Source: ABC News on 2024-11-19
A teen boy has been removed from school after fake images of nude female student...
Pennsylvania students held a walkout this month, marching around the campus and chanting, “Hear us. Acknowledge us. See us."...
News Source: Fortune on 2024-11-19
Elon Musk calls Southern Poverty Law Center a 'criminal organization' after doxi...
The SPLC responds after allegations on Musk's X, the platform formerly known as Twitter....
News Source: USA Today on 2024-11-19