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:

Automated Operations

Systems or processes that operate with minimal human intervention, using technology to perform tasks that were previously done manually.

Design For Disassembly

The process of designing products so that they can be easily taken apart at the end of their lifecycle, facilitating recycling or repair.

Recycled

The process of converting waste materials into new materials or products.

Component Parts

The individual elements or pieces that make up a larger system or machine, each having a specific function within the whole.