Amazon Comprehend announces model management and evaluation enhancements

Amazon Comprehend has launched a suite of features for Comprehend Custom to enable continuous model improvements by giving developers the ability to create new model versions, to continuously test on specific test sets, and to migrate new models to existing endpoints. Using AutoML, custom entity recognition allows you to customize Amazon Comprehend to identify entities that are specific to your domain; custom classification enables you to easily build custom text classification models using your business-specific labels. Custom models can subsequently be used to perform inference on text documents, both in real-time and batch processing modes. Creating a custom model is simple – no machine learning experience required. Below is a detailed description of these features:

Source:: Amazon AWS