Data Science Interview Question 11

Most Favorable Data Science Interview Questions and Answers for Beginners

Data Science Interview Question 11

What are the assumptions of the Logistic Regression Algorithm?

types-of-regression.jpeg_cleanup.jpg

  • It assumes that there is an appropriate structure of the output label.

  • All observations are independent of each other.

  • There is little or no multicollinearity in the dataset.

  • It also assumes that the dataset consists of a very large sample of the population.