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Questions and Answers
What is the primary objective of using a very simple model in this chapter?
What is the primary objective of using a very simple model in this chapter?
- To showcase advanced machine learning algorithms
- To compare the performance of different complex models
- To demonstrate basic NLP data processing techniques (correct)
- To achieve high accuracy in spam classification
How does the addition of more features affect the classification accuracy?
How does the addition of more features affect the classification accuracy?
- It significantly hampers the accuracy of the classification
- It makes the model less sensitive to feature variations
- It improves the model's performance without any impact on accuracy
- It helps in evaluating the impact of featurization on classification accuracy (correct)
What is the focus of the chapter's modeling approach?
What is the focus of the chapter's modeling approach?
- To investigate the impact of three simple features on spam classification (correct)
- To explore the use of advanced NLP techniques for feature extraction
- To demonstrate the application of deep learning in spam filtering
- To develop a complex model for accurate spam detection
