Consider the following learning algorithms: (a) Logistic regression (b) Back…
2019
Consider the following learning algorithms:
(a) Logistic regression
(b) Back Propagation
(c) Linear regression
Which of the following option represents classification algorithms?
Answer: A. (a) and (b) only — Logistic regression is a supervised learning algorithm specifically designed for binary classification tasks, predicting discrete class labels. Linear…
- A.
(a) and (b) only
- B.
(a) and (c) only
- C.
(b) and (c) only
- D.
(a), (b) and (c)
Attempted by 158 students.
Show answer & explanation
Correct answer: A
Logistic regression is a supervised learning algorithm specifically designed for binary classification tasks, predicting discrete class labels. Linear regression predicts continuous values and is unsuitable for classification problems. Back propagation serves as a training optimization technique rather than a direct classification algorithm.
A video solution is available for this question — log in and enroll to watch it.
Explore the full course: Mppsc Assistant Professor Computer Science Paper 2