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Assessing human-in-the-loop machine learning: better data, better models

Human-in-the-loop machine learning takes advantage of human feedback to eliminate errors in training data and improve the accuracy of models.

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What is human-in-the-loop machine learning? Better data, better models

Human-in-the-loop machine learning takes advantage of human feedback to eliminate errors in training data and improve the accuracy of models.

Bank statement parserAmazon sagemaker ground truth plusAmazon sagemaker groundGround truth plusAmazon sagemaker ground truthAmazon augmentedAmazon sagemakerLabel studioMake senseComputer vision annotation toolNizhny novgorod

What is human-in-the-loop machine learning? Better data, better models

Machine learning models are often far from perfect. When using model predictions for purposes that affect people’s lives, such as loan approval classification, it’s advisable for a human to review at least some of the predictions: those that have low confidence, those that are out of range, and a random sample for quality control. In […]

Bank statement parserAmazon sagemaker ground truth plusAmazon sagemaker groundGround truth plusAmazon sagemaker ground truthAmazon augmentedAmazon sagemakerLabel studioMake senseComputer vision annotation toolNizhny novgorod

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