Which of the following is a common evaluation metric for classification problems

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Question: Which of the following is a common evaluation metric for classification problems?

Options:

Correct Answer: Accuracy

Solution:

Accuracy is a common metric used to evaluate the performance of classification models by measuring the proportion of correct predictions.

Which of the following is a common evaluation metric for classification problems?

Which of the following is a common evaluation metric for classification problems?

Step 1: Understand what a classification problem is. It involves predicting categories or classes for given data.
Step 2: Learn about evaluation metrics. These are ways to measure how well a model is performing.
Step 3: Identify common evaluation metrics for classification. One of the most common is accuracy.
Step 4: Define accuracy. It is the ratio of the number of correct predictions to the total number of predictions made.
Step 5: Conclude that accuracy is a widely used metric to evaluate classification models.

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