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Which algorithm is commonly used for binary classification tasks?
Practice Questions
Q1
Which algorithm is commonly used for binary classification tasks?
Linear Regression
Logistic Regression
K-Means Clustering
Principal Component Analysis
Questions & Step-by-Step Solutions
Which algorithm is commonly used for binary classification tasks?
Steps
Concepts
Step 1: Understand what binary classification means. It is a type of problem where there are only two possible outcomes, like 'yes' or 'no'.
Step 2: Learn about algorithms, which are methods used to solve problems or make predictions.
Step 3: Identify that Logistic Regression is a specific algorithm used for binary classification.
Step 4: Know that Logistic Regression works by estimating the probability that a given input belongs to one of the two classes.
Step 5: Conclude that Logistic Regression is commonly used because it is simple and effective for binary classification tasks.
No concepts available.
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