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pmml (version 1.5.5)

Generate PMML for Various Models

Description

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 . 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).

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Version

Install

install.packages('pmml')

Monthly Downloads

3,106

Version

1.5.5

License

GPL (>= 2.1)

Maintainer

Dmitriy Bolotov

Last Published

July 6th, 2018

Functions in pmml (1.5.5)

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