Independent Variables


In Data Science, independent variables are the input variables that are used to predict the outcome of a dependent variable. They are also known as predictor variables or features. Independent variables can be either categorical or continuous. Categorical independent variables are those that have a limited number of possible values, such as gender or color. Continuous independent variables are those that can take on any value within a range, such as age or temperature. In machine learning, the selection of independent variables is crucial for building accurate predictive models. The process of selecting the most relevant independent variables is called feature selection. It involves identifying the variables that have the strongest relationship with the dependent variable and removing any redundant or irrelevant variables.


Your Previous Searches
Random Picks

  • Computational Modeling: Computational modeling is the process of using computer algorithms and mathematical equations to simulate and study complex systems and phenomena. In data science and artificial intelligence, computational modeling is used to create predict ... Read More >>
  • Data Indexing: Data indexing is the process of organizing and storing data in a way that enables efficient and fast retrieval of specific information. In data science and artificial intelligence, data indexing is a crucial step in data management and anal ... Read More >>
  • Quantum Bits: Quantum bits, also known as qubits, are the fundamental building blocks of quantum computing. Unlike classical bits, which can only exist in one of two states (0 or 1), qubits can exist in multiple states simultaneously, a phenomenon known ... Read More >>
Top News

Employees were already freaked out about AI — Amazon just proved them right...

Amazon CEO Andy Jassy acknowledged in a Tuesday statement what many workers have been scared of: Artificial intelligence will soon mean job cuts....

News Source: Business Insider on 2025-06-18

Trump’s purges come for the U.S.’ nuclear safety board...

Donald Trump’s efforts to strip federal agencies and commissions of their independence took an alarming step Monday, when the president fired one of the five commissioners who sit on the Nuclear Reg...

News Source: MSNBC on 2025-06-17

Amazon says it will reduce its workforce as AI replaces human employees | CNN Bu...

Amazon says it will reduce its workforce as AI replaces human employees | CNN Businesscnn.com...

News Source: CNN on 2025-06-17

Amazon’s Jassy says AI will reduce company’s corporate ranks...

Andy Jassy expects the company’s workforce to decline in the next few years....

News Source: Fortune on 2025-06-17

Bank of America is bullish on these 4 under-the-radar AI stocks...

Investors interested in the AI trade beyond the Magnificent Seven should look into these four stocks with breakout growth potential....

News Source: Business Insider on 2025-06-17