Automatic assessment of dataset quality for ML

With the rise of automated machine learning tools it becomes much easier for developers to build machine learning models.

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But this also means there’s a need to improve in other areas of the process of building a machine learning model, like the assessment of data quality and the preparation of a dataset for machine learning. We want to help developers with automated assessment of dataset quality. So that they can quickly see whether a dataset is usable for training a machine learning model without needing extensive knowledge in statistics or data analysis. Research question: How can we automatically assess the quality of a dataset?

About Info Support Research Center

We anticipate on upcoming and future challenges and ensures our engineers develop cutting-edge solutions based on the latest scientific insights. Our research community proactively tackles emerging technologies. We do this in cooperation with renowned scientists, making sure that research teams are positioned and embedded throughout our organisation and our community, so that their insights are directly applied to our business. We truly believe in sharing knowledge, so we want to do this without any restrictions.

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