You Are Training a Spam Classifier

question 87

Multiple Choice

You are training a spam classifier. You notice that you are overfitting the training data. Which three actions can you take to resolve this problem? (Choose three.)

• A) Get more training examples
• B) Reduce the number of training examples
• C) Use a smaller set of features
• D) Use a larger set of features
• E) Increase the regularization parameters
• F) Decrease the regularization parameters

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Definitions:

Retirement Accounts

Financial accounts that offer tax benefits and are specifically designed to save and invest for retirement.

Lump Sum Amount

A single payment made for a particular purpose, rather than payments made in installments.

Employee Retirement Income Security Act

A federal law that sets minimum standards to ensure that voluntary, private industry pension and health plans are established and maintained in a fair and financially sound manner.

Private Retirement Plans

Financial plans that individuals or employers establish to save for retirement, which can include 401(k) plans, IRAs, and other savings models.