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pmml

Generate PMML for Various Models

The Predictive Model Markup Language (PMML) is an XML-based language which provides a way for applications to define machine learning, statistical and data mining models and to share models between PMML compliant applications. More information about the PMML industry standard and the Data Mining Group can be found at <http://dmg.org/>. The generated PMML can be imported into any PMML consuming application, such as Zementis Predictive Analytics products, which integrate with web services, relational database systems and deploy natively on Hadoop in conjunction with Hive, Spark or Storm, as well as allow predictive analytics to be executed for IBM z Systems mainframe applications and real-time, streaming analytics platforms. The package isofor (used for anomaly detection) can be installed with devtools::install_github("Zelazny7/isofor").

Functions (44)

add_attributes

Add attribute values to an existing element in a given PMML file.

add_data_field_attributes

Add attribute values to an existing DataField element in a given PMML file

add_data_field_children

Add 'Interval' and 'Value' child elements to a given DataField element in a given PMML file.

add_mining_field_attributes

Add attribute values to an existing MiningField element in a given PMML file.

add_output_field

Add Output nodes to a PMML object.

audit

Audit: artificially constructed dataset

file_to_xml_node

Read in a file and parse it into an object of type XMLNode.

function_to_pmml

Convert an R expression to PMML.

houseVotes84

Modified 1984 United States Congressional Voting Records Database

make_intervals

Create Interval elements, most likely to add to a DataDictionary element.

make_output_nodes

Add Output nodes to a PMML object.

make_values

Create Values element, most likely to add to a DataDictionary element.

pmml

Generate the PMML representation for R objects.

pmml-package

pmml: Generate PMML for R Models

pmml.ARIMA

Generate PMML for an ARIMA object the forecast package.

pmml.ada

Generate the PMML representation for an ada object from the package ada.

pmml.coxph

Generate the PMML representation for a coxph object from the package survival.

pmml.cv.glmnet

Generate the PMML representation for a cv.glmnet object from the package glmnet.

pmml.gbm

Generate the PMML representation for a gbm object from the package gbm.

pmml.glm

Generate the PMML representation for a glm object from the package stats.

pmml.hclust

Generate the PMML representation for a hclust object from the package amap.

pmml.iForest

Generate PMML for an iForest object from the isofor package.

pmml.kmeans

Generate the PMML representation for a kmeans object from the package stats.

pmml.ksvm

Generate the PMML representation for a ksvm object from the package kernlab.

pmml.lm

Generate the PMML representation for an lm object from the package stats.

pmml.multinom

Generate the PMML representation for a multinom object from package nnet.

pmml.naiveBayes

Generate the PMML representation for a naiveBayes object from the package e1071.

pmml.neighbr

Generate PMML for a neighbr object from the neighbr package.

pmml.nnet

Generate the PMML representation for a nnet object from package nnet.

pmml.randomForest

Generate the PMML representation for a randomForest object from the package randomForest.

pmml.rfsrc

Generate the PMML representation for an rfsrc object from the package randomForestSRC.

pmml.rpart

Generate the PMML representation for an rpart object from the package rpart.

pmml.rules

Generate the PMML representation for a rules or an itemset object from package arules.

pmml.svm

Generate the PMML representation of an svm object from the e1071 package.

pmml.xgb.Booster

Generate PMML for a xgb.Booster object from the package xgboost.

rename_wrap_var

Rename a variable in the xform_wrap transform object.

save_pmml

Save a pmml object as an external PMML file.

xform_discretize

Discretize a continuous variable as indicated by interval mappings in accordance with the PMML element Discretize.

xform_function

Add a function transformation to a xform_wrap object.

xform_map

Implement a map between discrete values in accordance with the PMML element MapValues.

xform_min_max

Normalize continuous values in accordance with the PMML element NormContinuous.

xform_norm_discrete

Normalize discrete values in accordance with the PMML element NormDiscrete.

xform_wrap

Wrap data in a data transformations object.

xform_z_score

Perform a z-score normalization on continuous values in accordance with the PMML element NormContinuous.

pmml

Generate PMML for Various Models

v2.4.0

GPL-3 | file LICENSE

Authors

Dmitriy Bolotov [aut, cre], Tridivesh Jena [aut], Graham Williams [aut], Wen-Ching Lin [aut], Michael Hahsler [aut], Hemant Ishwaran [aut], Udaya B. Kogalur [aut], Rajarshi Guha [aut], Software AG [cph]

Initial release

pmml

Functions (44)

pmml

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