Logistic Regression Quiz (Easy)

What is Logistic Regression primarily used for?

In Logistic Regression, what type of output does the model produce?

What is the name of the function used to map the output of a Logistic Regression model to a probability value between 0 and 1?

Logistic Regression can be used for both binary classification and multi-class classification tasks

What is the purpose of regularization techniques in Logistic Regression?

What type of machine learning algorithm is Logistic Regression?

Which of the following is a method used to prevent overfitting in Logistic Regression?

When is the use of Logistic Regression preferred over Linear Regression?

What is the effect of a very high value of the regularization parameter in Logistic Regression?