Question

Logistic Regression transforms
the output probability to be in a
range of [0, 1]. Which of the
following function is used by
logistic regression to convert the
probability in the range between
[0,1]. (Choose one)
Probit
Square
Mode
Sigmoid​

Answer 1

Logistic Regression transforms

the output probability to be in a

range of [0, 1]. Which of the

following function is used by

logistic regression to convert the

probability in the range between

[0,1]. (Choose one)

Probit

Square

Mode

Sigmoid

Answer 2

The correct answer is option (d) Sigmoid.

Explanation:

• Logistic Regression transforms the output probability to be in a range of [0, 1].
• A Sigmoid function is used by logistic regression to convert the probability in the range between [0,1].
• It is a mathematical function having a characteristic "S"-shaped curve or sigmoid curve.
• It is also called a squashing function as its domain is the set of all real numbers, and its range is (0, 1).