pmml v1.5.1

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by Tridivesh Jena

Generate PMML for Various Models

The Predictive Model Markup Language (PMML) is an XML-based language which provides a way for applications to define statistical and data mining models and to share models between PMML compliant applications. More information about PMML and the Data Mining Group can be found at http:// www.dmg.org. The generated PMML can be imported into any PMML consuming application, such as the Zementis ADAPA and UPPI scoring engines which allow for predictive models built in R to be deployed and executed on site, in the cloud (Amazon, IBM, and FICO), in-database (IBM Netezza, Pivotal, Sybase IQ, Teradata and Teradata Aster) or Hadoop (Datameer and Hive).

Functions in pmml

Name Description
audit Artificially constructed dataset
addOutputField Add Output nodes to a PMML object.
fileToXMLNode Reads in a file and tries to parse it into an object of type XMLNode
addLT adds a LocalTransformations element to a given PMML file.
AddAttributes adds attribute values to an existing element in a given PMML file
addDFChildren adds 'Interval' and 'Value' child elements to a given DataField element in a given PMML file
addMSAttributes adds attribute values to an existing MiningField element in a given PMML file
addDDAttributes adds attribute values to an existing DataField element in a given PMML file
functionToPMML Convert an R expression to PMML.
houseVotes84 Modified 1984 United States Congressional Voting Records Database
pmml.coxph Generate PMML for coxph objects
pmml.ada Generate PMML for ada objects
makeValues Create Values element, most likely to add to a DataDictionary element
pmml.cv.glmnet Generate PMML for glmnet objects
pmml.rules Generate PMML for arules objects
makeIntervals Create Interval elements, most likely to add to a DataDictionary element
pmml Generate PMML for R objects
pmml.hclust Generate PMML for hclust objects
pmml.glm Generate PMML for glm objects
makeOutputNodes Add Output nodes to a PMML object.
pmml.svm Generate PMML for svm objects
pmml.rpart Generate PMML for rpart objects
pmml.multinom Generate PMML for multinom objects
pmml.lm Generate PMML for lm objects
pmml.nnet Generate PMML for nnet objects
pmml.kmeans Generate PMML for kmeans objects
pmml.naiveBayes Generate PMML for naiveBayes objects
pmml.ksvm Generate PMML for ksvm objects
pmml.randomForest Generate PMML for randomForest objects
pmml.rfsrc Generate PMML for rsf objects
pmmltoc Generate C code from a PMML object - dummy function
pmmlCanExport Can this installation export PMML variables (particularly transforms).
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Details

Type Package
Date 2016-09-27
License GPL (>= 2.1)
URL http://zementis.com/
NeedsCompilation no
RoxygenNote 5.0.1
Packaged 2016-09-28 18:24:58 UTC; dmitriy
Repository CRAN
Date/Publication 2016-09-28 22:54:59

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