DMC Labs

The Data Mining Group (DMG) is an independent vendor-led consortium focused on the development of data mining standards. It hosts working groups that create the Predictive Model Markup Language (PMML) and the Portable Format for Analytics (PFA), which streamline the deployment of analytic models across diverse platforms.

PMML is recognized as the leading standard for statistical and data mining models, facilitating seamless model transfer between systems via XML configuration files. Meanwhile, PFA offers an open standard for statistical and machine learning models, allowing for flexible integration of data transformations and complex workflows described through JSON or YAML files.

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