pmml v1.5.4


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


Type Package
Date 2018-01-08
License GPL (>= 2.1)
NeedsCompilation no
RoxygenNote 6.0.1
Packaged 2018-01-08 20:13:09 UTC; dmitriy
Repository CRAN
Date/Publication 2018-01-08 22:21:21 UTC

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