Question

Which of the following comes under supervised algorithms? A. SVM,
B. Neural Network,
C. Deep learning,
D. K-medoid,
E. Prim's Algorithm.

• A. A only
• B. B and C only
• C. A, B and C only
• D. A, D and E only

Hint:

SVM and neural networks are supervised when trained with labelled data. Clustering algorithms are generally unsupervised.

Answer 1

The Correct Option is C

Concept:
Supervised learning algorithms are trained using labelled data.

Step 1: Check SVM.
Support Vector Machine is a supervised learning algorithm used for classification and regression. \[ A \text{ is correct} \]

Step 2: Check Neural Network and Deep Learning.
Neural networks and deep learning models can be trained in supervised learning using labelled datasets. \[ B \text{ and } C \text{ are correct} \]

Step 3: Check K-medoid.
K-medoid is a clustering algorithm, so it is unsupervised. \[ D \text{ is incorrect} \]

Step 4: Check Prim's Algorithm.
Prim's algorithm is a graph algorithm used to find minimum spanning tree. It is not a supervised learning algorithm. \[ E \text{ is incorrect} \] \[ \therefore \text{Correct Answer is (C)} \]