adds a LocalTransformations element to a given PMML file.
The pmmlTransformations package allows one to create a LocalTransformations element describing the data manipulations desired. This function allows one to add this information to a given PMML file; thus combining the description of any data processing as well as the model using such transformed data.
the PMML model in a XML node format. If the model is a text file, it should be converted to an XML node, for example, using the fileToXMLNode function.
the transformations performed on the initial data. This is the LocalTransformations element as an XML node object.
the namespace of the PMML model. This is frequently also the PMML version the model is represented as.
further arguments passed to or from other methods.
The attribute information should be provided as a dataframe; each row corresponding to an attribute name and each column corresponding to a variable name. This way one can add as many attributes to as many variables as one wants in one step. On the other extreme, a one-by-one data frame may be used to add one new attribute to one variable. This function may be used multiple times to add new attribute values step-by-step. This function overwrites any pre-existing attribute values, so it must be used with care. However, this is by design as this feature is meant to help an user defined new attribute values at different times. For example, one may use this to impute missing values in a model at fifferent times.
An object of class
XMLNode as that defined by the XML
package. This represents the top level, or root node, of the XML
document and is of type PMML. It can be written to file with
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## Not run: # make a sample model library(pmml) model <- pmml(lm(Sepal.Length~., data=iris[,-5])) # Perform a z-score transform on the first variable of the data set. # As it is created and used in the same R session, this object is # already an xml node, not an external text file; so there is no # need to convert it to an xml node object. library(pmmlTransformations) irisBox <- WrapData(iris) irisBox <- ZScoreXform(irisBox,"1") xforms <- pmml(,transforms=irisBox) # Add the LocalTransformations element to the initial PMML model. # Since the model still uses the original fields, the usage # envisioned for this function is to make it easy if the modeller # forgot to add the transformations when using the pmml function # initially. modified <- addLT(model,xforms,namespace="4_2") ## End(Not run)
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