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what is overfitting Informational
- How does adversarial training relate to the problem of overfitting and generalization?
- What is structural risk minimization and how does it address overfitting?
- What is the role of prior knowledge in mitigating overfitting?
- What techniques can be used to prevent overfitting in linear regression, such as Ridge and Lasso regularization?
- How can we encourage the development and adoption of best practices for building machine learning models that generalize well?
- How does the use of bagging and random feature selection in random forests contribute to reducing overfitting?
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- What are some regularization techniques specific to generative models?
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