pmml v1.5.5

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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:// www.dmg.org>. The generated PMML can be imported into any PMML consuming application, such as the Software AG Zementis scoring engine, which allows 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
pmml.glm Generate PMML for glm objects
pmml.randomForest Generate PMML for randomForest objects
pmml.rfsrc Generate PMML for rfsrc objects
pmml.hclust Generate PMML for hclust objects
pmml.naiveBayes Generate PMML for naiveBayes objects
pmml.rpart Generate PMML for rpart objects
pmml.xgb.Booster Generate PMML for a xgb.Booster object from the xgboost package
pmml.nnet Generate PMML for nnet objects
pmml.multinom Generate PMML for multinom objects
pmml.svm Generate PMML for svm objects
pmml.neighbr Generate PMML for a neighbr object from the neighbr package.
pmml.rules Generate PMML for arules objects
pmml.kmeans Generate PMML for kmeans objects
pmmlCanExport Can this installation export PMML variables (particularly transforms).
pmml.ksvm Generate PMML for ksvm objects
pmml.lm Generate PMML for lm objects
pmmltoc Generate C code from a PMML object - dummy function
savePMML saves a xml object as an external PMML file.
functionToPMML Convert an R expression to PMML.
addOutputField Add Output nodes to a PMML object.
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
audit Artificially constructed dataset
addDDAttributes adds attribute values to an existing DataField element in a given PMML file
fileToXMLNode Reads in a file and tries to parse it into an object of type XMLNode
houseVotes84 Modified 1984 United States Congressional Voting Records Database
addLT adds a LocalTransformations element to a given PMML file.
AddAttributes adds attribute values to an existing element in a given PMML file
pmml Generate PMML for R objects
makeIntervals Create Interval elements, most likely to add to a DataDictionary element
pmml.coxph Generate PMML for coxph objects
pmml.ada Generate PMML for ada objects
pmml.cv.glmnet Generate PMML for glmnet objects
pmml.gbm Generate PMML for genralized boosting tree objects
makeOutputNodes Add Output nodes to a PMML object.
makeValues Create Values element, most likely to add to a DataDictionary element
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Vignettes of pmml

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packages_and_functions.Rmd
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Details

Type Package
License GPL (>= 2.1)
URL http://www.zementis.net
NeedsCompilation no
RoxygenNote 6.0.1
VignetteBuilder knitr
Packaged 2018-07-02 20:01:36 UTC; dmitriy
Repository CRAN
Date/Publication 2018-07-06 08:20:03 UTC

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