Generate PMML for Various Models


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Documentation for package ‘pmml’ version 2.0.0

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