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/Quiz: Essential Concepts for Dealing with Imbalanced Datasets
Quiz: Essential Concepts for Dealing with Imbalanced Datasets
Test your knowledge of the fundamental concepts of imbalanced datasets and effective techniques for handling them.
We'll cover the following...
We'll cover the following...
1
Why is achieving a balanced dataset not recommended in scenarios like cancer detection?
A)
Balanced datasets lead to better model performance in all cases.
B)
Cancer is a common disease, and there are plenty of positive cases available.
C)
Introducing more cancer cases might not reflect real-world conditions.
D)
It enhances the complexity of the ML process.
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