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Jaxon provides the opportunity for users to import a Train (and optionally Test) dataset into an auto-generating process. In this process, Jaxon will generate regular expression Heuristics, train Classical Models, train Neural Models, create an Ensemble from the models and heuristics, label a dataset with the Ensemble, and train a final neural model with the newly-labeled dataset.

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/92a4e6e3-3cc0-4353-8588-85e7412789cf/JAXON_Logo_Mark_on_blue.jpg" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/92a4e6e3-3cc0-4353-8588-85e7412789cf/JAXON_Logo_Mark_on_blue.jpg" width="40px" /> In order to use the Autopilot feature, users must have:

If only a single dataset (Train) is specified, Jaxon will use SmartSplit to create both Train and a Test sets.

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  1. Click the  Autopilot  button from the Specification tab and choose which type of Autopilot you’d like to use

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<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/cabd4f37-aff2-4072-bf4f-56fc199b3e81/JAXON_Logo_Mark_on_blue.jpg" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/cabd4f37-aff2-4072-bf4f-56fc199b3e81/JAXON_Logo_Mark_on_blue.jpg" width="40px" /> If you’re not seeing any datasets available for selection, check that the above conditions are met.

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  1. Fill out the intake form and click Start

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Autopilot may take as little as a few minutes or up to several hours to complete. Once the process is finished, heuristics, classical models, neural models, and ensembles will show up in their respective tabs. From there, the resulting artifacts can be used to review Jaxon capabilities, as starting points to iterate from manually, or as productions models in their own right.

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