A Manufacturing Company Asks Its Machine Learning Specialist to Develop

question 104

Multiple Choice

A manufacturing company asks its machine learning specialist to develop a model that classifies defective parts into one of eight defect types. The company has provided roughly 100,000 images per defect type for training. During the initial training of the image classification model, the specialist notices that the validation accuracy is 80%, while the training accuracy is 90%. It is known that human-level performance for this type of image classification is around 90%. What should the specialist consider to fix this issue?

• A) A longer training time
• B) Making the network larger
• C) Using a different optimizer
• D) Using some form of regularization

Understand the factors contributing to the formation and continuation of poor black ghettos.

Acknowledge the debate and perspectives on welfare dependency and efforts to combat poverty.

Analyze the impact of welfare reform on the welfare rolls and poverty rates.

Examine the effect of economic policies and conditions on poverty.

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Definitions:

Job Order Costing

A cost accounting method used to track the costs associated with a specific job or order, capturing direct labor, direct materials, and applied overhead.

Process Costing

A method of costing used mainly in manufacturing where costs are assigned to batches of products rather than individual items.

Job Cost Sheets

Records that detail the materials, labor, and overhead costs associated with a specific job.

Unit Cost Trends

The pattern or movement in the cost to produce one unit of a product over a specific period.