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List of top Data Science Questions on Linear regression

Which model is represented by the following graph? 

  • CUET (PG) - 2025
  • CUET (PG)
  • Data Science
  • Linear regression

The following graph represents:

  • CBSE Class XII - 2025
  • CBSE Class XII
  • Data Science
  • Linear regression
When determining the line of best fit in linear regression, which method is used to minimize the deviation of the line from the actual data points?
  • CBSE Class XII - 2025
  • CBSE Class XII
  • Data Science
  • Linear regression
Consider the formula given below:
y ~ f(x, β)
where x is a vector of independent variables and y is the dependent variable.
Identify the type of regression from the following.
  • CBSE Class XII - 2025
  • CBSE Class XII
  • Data Science
  • Linear regression
Which type of variable does linear regression predict?
  • CBSE Class XII - 2025
  • CBSE Class XII
  • Data Science
  • Linear regression
Assertion (A) : In real-life scenarios, a small RMSE value indicates a better model fit to the data and higher accuracy.
Reason (R) : A large RMSE value suggests that the model fits the data well.
  • CBSE Class XII - 2025
  • CBSE Class XII
  • Data Science
  • Linear regression
Which type of analysis is suitable for examining the relationship between rainfall and crop growth and the amount of crop growth for a certain level of rainfall?
  • CBSE Class XII - 2025
  • CBSE Class XII
  • Data Science
  • Linear regression
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