Which evaluation metric is commonly used to assess the performance of a classifi

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Question: Which evaluation metric is commonly used to assess the performance of a classification model like Decision Trees?

Options:

Correct Answer: Accuracy

Solution:

Accuracy is a common evaluation metric used to assess the performance of classification models, including Decision Trees.

Which evaluation metric is commonly used to assess the performance of a classification model like Decision Trees?

Which evaluation metric is commonly used to assess the performance of a classification model like Decision Trees?

Step 1: Understand what a classification model is. A classification model is a type of algorithm that categorizes data into different classes or groups.
Step 2: Learn about Decision Trees. A Decision Tree is a specific type of classification model that makes decisions based on asking a series of questions.
Step 3: Know what evaluation metrics are. Evaluation metrics are tools used to measure how well a model performs.
Step 4: Identify common evaluation metrics for classification models. One common metric is accuracy.
Step 5: Understand accuracy. Accuracy measures the percentage of correct predictions made by the model out of all predictions.

No concepts available.