How does it work?

The end-to-end process to obtain Sonamine predictions.

Accessing your data

Sonamine works with leading analytics vendors and also your own data.  We set up a automatic daily feed which ensures that our platform has the latest data to train models and generate predictions from.
Analytics
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BACKENDS
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Specifying Prediction Parameters

For each product, we work with you to customize it to your needs.  Here are some aspects we can tweak.

Prediction Horizon

This parameter is how far into the future you would like to predict the user behavior.  It can be as short as one day up to a whole year, even more.

Training Window

This parameter specifies how recent the user must have been active to be used in the analysis.  Ensures only relevant users are included.

User Filters

You can specify to model only subsets of users.  Common filters include country and platform.

Event Filters

Event filters can be specified to limit the training and scoring data used.   This is useful if certain event data is not reliable.

User IDs

Most data sources encompass different user ids.  We can change the user id that is provided in the final prediction.

Prediction Subset

Sometimes it is useful to transfer only a subset of scores, such as the top 10% of users.

Interested?

Contact us to get started!
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