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A Machine Learning Approach for Automated Filling of Categorical Fields in Data Entry Forms HIGHER BELGAUM, University of Luxembourg, Luxembourg KITCHEN LI, Dalian University of Technology, China DOMENICO

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What is a machine learning approach?

A machine learning approach refers to the use of algorithms and statistical models to enable computers to perform specific tasks without explicit instructions, relying on patterns and inference instead.

Who is required to file a machine learning approach?

Individuals or organizations that utilize machine learning algorithms in a way that impacts regulatory compliance or reporting requirements may be required to file a machine learning approach.

How to fill out a machine learning approach?

To fill out a machine learning approach, one must gather all relevant data regarding the algorithms used, their purpose, outcomes, and any ethical considerations, then complete the required documentation accurately.

What is the purpose of a machine learning approach?

The purpose of a machine learning approach is to document the usage of machine learning technologies in order to ensure transparency, compliance with regulations, and understanding of its impacts.

What information must be reported on a machine learning approach?

Must report details on the type of algorithms used, data sources, decision-making processes, evaluations of algorithm performance, and associated risks or ethical implications.

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