Question: Which of the following is an example of a classification algorithm?
Options:
Linear Regression
Logistic Regression
K-Means Clustering
Principal Component Analysis
Correct Answer: Logistic Regression
Solution:
Logistic Regression is a classification algorithm used to predict binary outcomes based on input features.
Which of the following is an example of a classification algorithm?
Practice Questions
Q1
Which of the following is an example of a classification algorithm?
Linear Regression
Logistic Regression
K-Means Clustering
Principal Component Analysis
Questions & Step-by-Step Solutions
Which of the following is an example of a classification algorithm?
Step 1: Understand what a classification algorithm does. It is used to categorize data into different classes or groups.
Step 2: Identify examples of classification algorithms. Common examples include Logistic Regression, Decision Trees, and Support Vector Machines.
Step 3: Recognize that Logistic Regression specifically predicts binary outcomes, meaning it can classify data into two categories (like yes/no or true/false).
Step 4: Conclude that since Logistic Regression is used for classification, it is indeed an example of a classification algorithm.
No concepts available.
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