What are the popular algorithms of Machine Learning?

Solution(By Examveda Team)

What are the popular algorithms of Machine Learning?

Option A: Decision Trees and Neural Networks (Back Propagation)
Decision trees and neural networks (back propagation) are indeed popular machine learning algorithms. Decision trees are used for classification and regression tasks, while neural networks, especially those trained with backpropagation, are widely used for various machine learning tasks, including deep learning.

Option B: Probabilistic Networks and Nearest Neighbor
Probabilistic networks, such as Bayesian networks, and nearest neighbor algorithms are also popular in machine learning. They are used for tasks involving probabilistic modeling and similarity-based classification.

Option C: Support Vector Machines
Support Vector Machines (SVMs) are a well-known and widely used machine learning algorithm for classification and regression tasks. SVMs are known for their effectiveness in finding decision boundaries in complex data.

Option D: All
The correct answer is Option D – all of the mentioned algorithms (Decision Trees, Neural Networks, Probabilistic Networks, Nearest Neighbor, and Support Vector Machines) are indeed popular algorithms in the field of machine learning.

In summary, popular machine learning algorithms include Decision Trees, Neural Networks (Back Propagation), Probabilistic Networks, Nearest Neighbor, and Support Vector Machines, as indicated in Option D.