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Which of the following is an example of a regression algorithm?

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Question: Which of the following is an example of a regression algorithm?

Options:

  1. K-Means
  2. Logistic Regression
  3. Random Forest
  4. Support Vector Classifier

Correct Answer: Logistic Regression

Solution: 

Logistic Regression is a regression algorithm used for predicting binary outcomes, despite its name suggesting classification.

Which of the following is an example of a regression algorithm?

Practice Questions

Q1
Which of the following is an example of a regression algorithm?
  1. K-Means
  2. Logistic Regression
  3. Random Forest
  4. Support Vector Classifier

Questions & Step-by-Step Solutions

Which of the following is an example of a regression algorithm?
Correct Answer: Logistic Regression
  • Step 1: Understand what a regression algorithm is. It is a type of algorithm used to predict a continuous outcome based on input data.
  • Step 2: Identify the options given in the question. Look for algorithms that are used for predicting values.
  • Step 3: Recognize that 'Logistic Regression' is mentioned. Despite the name, it is used for predicting binary outcomes (yes/no, true/false).
  • Step 4: Confirm that Logistic Regression is indeed a regression algorithm because it uses regression techniques to model the relationship between variables.
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