Overview
AutoML SDK Java library is a complete toolset for any information extraction or classification case. This toolset delivers a ready-to-use model as it proceeds through the components pipeline.
AutoML SDK consists of the following components, each responsible for specific tasks in a pipeline:
- Parser removes HTML tags from documents and creates an AutoML SDK document.
- Annotators split a text into tokens, add boundary elements and NERs.
- Feature extractors analyze tokens in documents and create features.
- ML algorithms aggregate all field documents and feature extractors and provide a model and its statistics.
- Post-processing applies normalization logic and field grouping.