Question: What is the primary objective of a support vector machine (SVM) in machine learning?
Answer:
The primary objective of a support vector machine (SVM) is classification, particularly in binary classification problems.
MCQ: What is the primary objective of a support vector machine (SVM) in machine learning?
Correct Answer:
A. Classification
Explanation:
The primary objective of a support vector machine (SVM) is classification, particularly in binary classification problems.
Discuss a Question
Related Questions
- 1. What is the term for a machine learning model's ability to perform well on new, unseen data?
- 2. In machine learning, what is the term for the process of reducing noise or variability in data?
- 3. What type of machine learning algorithm is commonly used for time series forecasting?
- 4. What is the primary purpose of a k-nearest neighbors (K-NN) algorithm in machine learning?
- 5. In machine learning, what is the term for the process of making a model less complex to improve its generalization?
- 6. Which machine learning technique involves training a model to make decisions based on input data and feedback signals?
- 7. What is the primary objective of natural language processing (NLP)?
- 8. What is the term for a machine learning model's ability to perform well on the data it was trained on?
- 9. What is the primary purpose of a decision tree algorithm in machine learning?
- 10. In machine learning, what does the term "ensemble learning" refer to?
You may be interested in:
Computer Basics MCQsRecently Added Articles
How Can AI Simplify the Academic Life of Students?
Last updated on: April 16, 2025Posted by: ExamRadar
Want to Clear IBPS RRB PO? Master These Mock Test Hacks!
Last updated on: March 10, 2025Posted by: ExamRadar
Top AI Tools for Instantly Detecting Plagiarized Writing
Last updated on: December 5, 2024Posted by: ExamRadar
Applying Algorithmic Trading Techniques to Forex: Insights for Programmers and Data Scientists
Last updated on: November 22, 2024Posted by: ExamRadar
Image to Text Conversion Made Easy: Online Tool Insights
Last updated on: April 12, 2024Posted by: ExamRadar
