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Communications Mining User Guide
Last updated Nov 27, 2024

Explore



The second phase of model training is known as 'Explore' (as each step is completed in the Explore page). In this phase, you will build on the foundations of the taxonomy that you created by reviewing clusters and searching for different terms and phrases in Discover.

The objective of the Explore phase is to provide each of the labels that are important to you with enough varied and consistent training examples, so that the platform has sufficient training data from which to make accurate predictions across the entire dataset.

Explore is the core phase of model training, and requires the most time and effort. That being said, the more time you spend on completing the Explore phase in a thorough and consistent manner, the less time you will need to spend on the 'Refine' phase, which focuses on improving the performance of your model.

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