Output Variable


In data science and artificial intelligence, an output variable is a variable that represents the predicted or desired outcome of a model. It is the variable that the model is trying to predict or estimate based on the input variables. Output variables can be continuous or categorical, depending on the type of problem being solved. In regression problems, the output variable is continuous, while in classification problems, the output variable is categorical. The accuracy of a model is measured by how well it predicts the output variable based on the input variables.


Your Previous Searches
Random Picks

  • Clustering Algorithms: Clustering algorithms are a type of unsupervised machine learning technique used to group similar data points together based on their characteristics. The goal of clustering is to identify patterns and relationships in the data that may not ... Read More >>
  • Intervals: In data science, intervals refer to a range of values that define a specific subset of a dataset. Intervals are commonly used in statistical analysis to group data into categories or to define the boundaries of a confidence interval. Interv ... Read More >>
  • Nanoscale: Nanoscale refers to the study and manipulation of materials at the scale of nanometers, which is one billionth of a meter. In data science and artificial intelligence, nanoscale research is focused on developing new materials and devices th ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19