Question: Which machine learning algorithm is commonly used for solving classification problems, particularly for binary classification?
Answer:
Decision trees are commonly used for solving classification problems, including binary classification.
MCQ: Which machine learning algorithm is commonly used for solving classification problems, particularly for binary classification?
Correct Answer:
A. Random forests
Explanation:
Decision trees are commonly used for solving classification problems, including binary classification.
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Related Questions
- 1. What is the primary challenge associated with overfitting in machine learning?
- 2. What type of machine learning technique is used for making a sequence of decisions to maximize a cumulative reward?
- 3. What is the term for the process of grouping similar data points together based on their characteristics?
- 4. In machine learning, what does the term "bias" refer to?
- 5. Which machine learning algorithm aims to find patterns or relationships in data without the need for explicit supervision?
- 6. What is the primary purpose of principal component analysis (PCA) in machine learning?
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