Which of the following is a common algorithm used for classification tasks?
Practice Questions
Q1
Which of the following is a common algorithm used for classification tasks?
Linear Regression
Logistic Regression
K-Means Clustering
Principal Component Analysis
Questions & Step-by-Step Solutions
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.
