How do you handle missing or corrupted data in a dataset?

Home / Engineering / Machine Learning (ML) / Question

M

Mr. Dubey • 51.43K Points
Coach

Q.) How do you handle missing or corrupted data in a dataset?

(A) a. Drop missing rows or columns

(B) b. Replace missing values with mean/median/mode

(C) c. Assign a unique category to missing values

(D) d. All of the above

Correct answer : Option (D) - d. All of the above

Share

Discusssion

Login to discuss.

Related MCQs on Machine Learning (ML)

Q. The term push and pop is related to

Q. __________ is used for encrypting data at network level.

Q. Number of phases in the handshaking protocol?

Q. Name two broad categories of business activities:-

Q. An entity in A is associated with at most one entity in B. An entity in B, however, can be associated with any number (zero or more) of entities in A.

Q. The correlation coefficient for two real-valued attributes is –0.85. What does this value tell you?

Q. System analysis and design phase of Software Development Life Cycle (SDLC)

Q. _________ is the default administrative distance of RIP.

Q. The register which contains the data to be written into or read out of the addressed location is called

Q. Lossy compression algorithm is applied to..