Logistic Regression

Logistic Regression is a linear classifier

• True

• False

Is the following true: Using the formula for logistic regression, the line is seen as the best fit (similar to linear regression)

• Yes

• No

Logistic Regression returns probabilities

• True

• False

Is probability represented by p_hat?

• No, it is represented by y hat

• No, it is not represented

• Yes

• None of above

In our example from the intuition, if a person has a 275 probability (below 50) would they would be seen as taking the offer or not taking the offer? In this, it can help to think of the projected upwards or downwards functionality.

• Always taking the offer

• Sometimes taking the offer

• Not taking the offer

• What offers?