What Are Used to Avoid Overfitting in the Neural Network

question 57

Multiple Choice

What are used to avoid overfitting in the neural network model, and are used to minimize a penalized least squares criterion?

• A) Parameter estimates
• B) Least squares estimates
• C) Probability estimates
• D) Any of the choice could be used.

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Definitions:

Disposable Incomes

The financial sum available for households to spend and put aside for savings after income tax reductions.

Productivity Growth

An improvement in production effectiveness, characterized by the quantity of goods and services generated per unit of labor, capital, or other resources.

Liquid Assets

Assets that can be quickly converted into cash with little to no loss in value.

Credit Available

The amount of credit that a financial institution extends to a client, which the client has not yet used.