Neural Network Software - Standards

Standards

In order for neural network models to be shared by different applications, a common language is necessary. Recently, the Predictive Model Markup Language (PMML) has been proposed to address this need.

PMML is an XML-based language which provides a way for applications to define and share neural network models (and other data mining models) between PMML compliant applications.

PMML provides applications a vendor-independent method of defining models so that proprietary issues and incompatibilities are no longer a barrier to the exchange of models between applications. It allows users to develop models within one vendor's application, and use other vendors' applications to visualize, analyze, evaluate or otherwise use the models. Previously, this was very difficult, but with PMML, the exchange of models between compliant applications is now straightforward.

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