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زبان علامتگذاری مدل پیشبینی کننده
In addition to advances in the analytical algorithms used, an important innovation in the field was the development of the Predictive Model Markup Language (PMML) by Robert Grossman.
PMML is an industry standard that enables people to transfer, or port, predictive models produced from data mining or machine learning.
Before PMML, models developed in tightly controlled development labs could not be moved into transactional environments.
With the advent and spread of PMML, predictive models can now be embedded into production and transaction environments to leverage the value of those models in real time.
When people receive a call regarding the possible fraudulent use of their credit cards, they might quite possibly owe their gratitude to PMML.
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