dmPlotMetricSubspaces: Create an image file for metric subspaces

In ganDataModel: Build a Metric Subspaces Data Model for a Data Source

Create an image file for metric subspaces

Description

Create an image file containing two-dimensional projections of generative data contained in metric subspaces in a data model and optionally an evaluated data source. Plot parameters are passed by a list of generated plot parameters for different levels by dmPlotMetricSubspaceParameters() and by dmPlotEvaluateDataSourceParameters(). Data points are drawn in the order generative data contained in metric subspaces by increasing level and evaluated data source.

Usage

dmPlotMetricSubspaces(
  plotMetricSubspaceParametersList = list(),
  imageFileName,
  title,
  columnIndices,
  evaluateDataSourceFileName = "",
  plotEvaluateDataSourceParameters = NULL
)

Arguments

plotMetricSubspaceParametersList	List of plot parameters for metric subspaces for different levels, see dmPlotMetricSubspaceParameters().
imageFileName	Name of image file
title	Title of image
columnIndices	Vector of two column indices that are used for the two-dimensional projection. Indices refer to indices of active columns of the data source used to create the data model.
evaluateDataSourceFileName	Name of evaluated data source file
plotEvaluateDataSourceParameters	Plot parameters for evaluated data source, see dmPlotEvaluateDataSourceParameters().

Value

None

Examples

## Not run: 
dmRead("dm.bin", "gd.bin")
dmPlotMetricSubspaces(
  list(dmPlotMetricSubspaceParameters(level = 0.7,
                                       labels = c("*"),
                                       percent = 50,
                                       boundary = TRUE,
                                       color = "red",
                                       backgroundPercent = 0,
                                       backgroundColor = "red",
                                       backgroundReset = TRUE,
                                       plotLabels = TRUE)),
  "ms.png",
  "Metric Subspaces for the Iris Dataset",
  c(3, 4),
  "ds.bin",
  dmPlotEvaluateDataSourceParameters(0.67))
## End(Not run)

ganDataModel documentation built on Sept. 11, 2024, 8:39 p.m.