Question: A client which is building a system to analyze digitized X-ray images to look for a specific disease based on features of the image. 1.

A client which is building a system to analyze digitized X-ray images to look for a specific disease based on features of the image.

1. How to justify the cost of building a system to pre-process the images prior to training the system to the client? Give some potential consequences of not preprocessing the data to the final performance of the system.

2. Why is it that if we wish to have accurate measures for the performance of the system, it is important to have a separate evaluation set and training set?

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