Question

Match List-I with List-II: 

List-I (ML / Soft Computing Concepts)		List-II
(A)	Membership Function	(IV)	Fuzzy
(B)	K-Means	(III)	Clustering
(C)	Mutation	(I)	Genetic Algorithm
(D)	SVM	(II)	Classification

• A. A-IV, B-II, C-III, D-I
• B. A-IV, B-III, C-I, D-II
• C. A-III, B-I, C-II, D-IV
• D. A-II, B-IV, C-III, D-I

Hint:

Membership function belongs to fuzzy logic, K-means to clustering, mutation to genetic algorithm and SVM to classification.

Answer 1

The Correct Option is B

Concept:
Machine learning and soft computing include fuzzy logic, clustering, genetic algorithms and classification methods.

Step 1: Membership function.
Membership function is used in fuzzy logic. \[ A \rightarrow IV \]

Step 2: K-means.
K-means is a clustering algorithm. \[ B \rightarrow III \]

Step 3: Mutation.
Mutation is an operation used in genetic algorithms. \[ C \rightarrow I \]

Step 4: SVM.
SVM is mainly used for classification. \[ D \rightarrow II \] \[ \therefore \text{Correct Answer is (B)} \]