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Important :
Communications Mining is now part of UiPath IXP. Check the Introduction in the Overview Guide for more details.
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Communications Mining user guide

Last updated Aug 1, 2025

Model Rating

The platform helps you train models by calculating a holistic model rating. This rating assesses the overall health and performance of your model by considering a number of key contributing factors.

This rating is a proprietary score created to ensure that you create models that perform well in all of the most important areas.

The main factors that the rating takes into account are:

  • Balance - this factor assesses whether the training data is a balanced representative of the dataset as a whole.
  • Underperforming Labels - assesses the performance of the 10% of labels that have the most significant warnings.
  • Coverage - assesses how well predictions for informative labels cover the dataset as a whole.
  • All Labels - assesses the average performance of labels by looking at every label in the taxonomy.

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