Which of the following is a common algorithm used for classification tasks?

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Question: Which of the following is a common algorithm used for classification tasks?

Options:

Correct Answer: Logistic Regression

Solution:

Logistic Regression is commonly used for classification tasks as it predicts the probability of a binary outcome.

Which of the following is a common algorithm used for classification tasks?

Which of the following is a common algorithm used for classification tasks?

Step 1: Understand what classification tasks are. These are tasks where we want to categorize data into different classes or groups.
Step 2: Learn about algorithms. An algorithm is a set of rules or steps to solve a problem.
Step 3: Identify common algorithms used for classification. One well-known algorithm is Logistic Regression.
Step 4: Understand what Logistic Regression does. It predicts the probability that a given input belongs to a certain class, especially for binary outcomes (two classes).
Step 5: Conclude that Logistic Regression is a common choice for classification tasks.

No concepts available.