Industrial Internet Application Development

PMML for predictive analytics

PMML is an acronym for Predictive Model Markup Language. PMML is an XML-based schema definition of defining the predictive model. It provides various types of techniques and respective parameters. PMML provides a standard way of storing the model so that it can ported across different systems and of loading the models for predictions.

The PMML schema is as follows:

<xs:simpleType name="MINING-FUNCTION"> <xs:restriction base="xs:string"> <xs:enumeration value="associationRules"/> <xs:enumeration value="sequences"/> <xs:enumeration value="classification"/> <xs:enumeration value="regression"/> <xs:enumeration value="clustering"/> <xs:enumeration value="timeSeries"/> <xs:enumeration value="mixed"/> </xs:restriction> ...