DDDataSet-class: Dataset class for Direct Dependence Graphs...

Description

Dataset class for Direct Dependence Graphs

Arguments

Slots

data:: (data.frame) data.frame containing the variables as columns, and the special column "class" as last column
dataType:: (character) either "binary" or "continuous" are supported, indicated the type of variables present (all need to be either binary or continuous)

Methods

rawData: signature(obj = "DDDataSet"): Return the raw data frame with the variables, and the last column being "class"
dataType: signature(obj = "DDDataSet"): Return the data type ("binary" or "continuous")
datasetName: signature(obj = "DDDataSet"): Dataset name
names: signature(x = "DDDataSet"): Names of variables (including "class")
variableNames: signature(obj = "DDDataSet"): Names of variables (without "class")
$: signature(x = "DDDataSet"): access a specific variable in the dataset by name
[[: signature(x = "DDDataSet"): access a specific variable in the dataset by name
[: signature(x = "DDDataSet", i = "ANY", j = "ANY"): access a specific variable in the dataset by name
initialize: signature(.Object = "DDDataSet"): Construct new DDDataSet object
show: signature(object = "DDDataSet"): show method for DDDataSet

Details

This is the main class to hold data to be used in Direct Dependence Graphs. The data is stored in a data data.frame with the last column named "class". Dataset can be either binary, or continuous. Mixtures of binary and continuous variables are currently not supported.