5 Tools & Frameworks That Can Clear Bias From Various Datasets

5 Tools & Frameworks That Can Clear Bias From Various Datasets

We bring five such tools and frameworks that are being extensively used to identify and remove bias in AI and ML models.

Algorithmic bias in AI and machine learning models is a problem that many researchers are trying to fix by creating tools and frameworks to identify them and eventually mitigate them. The common biases that exist are, for instance, gender-bias, racial-bias, among others. As machine learning models are trained on human-generated data, eliminating bias entirely is impossible. However, researchers are actively working on preventing it by developing tools to identify and work on them. Read more: https://analyticsindiamag.com/5-tools-frameworks-that-can-clear-bias-from-various-datasets/

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