## Interface FullProjection

• All Superinterfaces:
Projection, VisualizationItem
All Known Implementing Classes:
AbstractFullProjection, AbstractSimpleProjection, AffineProjection, Simple1D, Simple2D

public interface FullProjection
extends Projection
Full vector space projections. These rather portable projections offer a large choice of functions, at the cost of often being a bit slower than the low level functions. Note: this interface and methods may be removed, unless there is a clear use case for them as opposed to always using the low-level fast projections.
Since:
0.4.0
Author:
Erich Schubert

• ### Fields inherited from interface elki.visualization.projections.Projection

INVSCALE, SCALE
• ### Method Summary

All Methods
Modifier and Type Method Description
double[] projectDataToRenderSpace​(double[] data)
Project a data vector from data space to rendering space.
double[] projectDataToRenderSpace​(NumberVector data)
Project a data vector from data space to rendering space.
double[] projectDataToScaledSpace​(double[] data)
Project a data vector from data space to scaled space.
double[] projectDataToScaledSpace​(NumberVector data)
Project a data vector from data space to scaled space.
double[] projectRelativeDataToRenderSpace​(double[] data)
Project a relative data vector from data space to rendering space.
double[] projectRelativeDataToRenderSpace​(NumberVector data)
Project a relative data vector from data space to rendering space.
double[] projectRelativeDataToScaledSpace​(double[] data)
Project a relative data vector from data space to scaled space.
double[] projectRelativeDataToScaledSpace​(NumberVector data)
Project a relative data vector from data space to scaled space.
<NV extends NumberVector>NV projectRelativeRenderToDataSpace​(double[] v, NumberVector.Factory<NV> prototype)
Project a relative vector from rendering space to data space.
double[] projectRelativeRenderToScaled​(double[] v)
Project a relative vector from rendering space to scaled space.
<NV extends NumberVector>NV projectRelativeScaledToDataSpace​(double[] v, NumberVector.Factory<NV> prototype)
Project a relative vector from scaled space to data space.
double[] projectRelativeScaledToRender​(double[] v)
Project a relative vector from scaled space to rendering space.
<NV extends NumberVector>NV projectRenderToDataSpace​(double[] v, NumberVector.Factory<NV> prototype)
Project a vector from rendering space to data space.
double[] projectRenderToScaled​(double[] v)
Project a vector from rendering space to scaled space.
<NV extends NumberVector>NV projectScaledToDataSpace​(double[] v, NumberVector.Factory<NV> factory)
Project a vector from scaled space to data space.
double[] projectScaledToRender​(double[] v)
Project a vector from scaled space to rendering space.
• ### Methods inherited from interface elki.visualization.projections.Projection

getInputDimensionality, getProjector, getScale
• ### Methods inherited from interface elki.visualization.VisualizationItem

getMenuName
• ### Method Detail

• #### projectScaledToRender

double[] projectScaledToRender​(double[] v)
Project a vector from scaled space to rendering space.
Parameters:
v - vector in scaled space
Returns:
vector in rendering space
• #### projectRenderToScaled

double[] projectRenderToScaled​(double[] v)
Project a vector from rendering space to scaled space.
Parameters:
v - vector in rendering space
Returns:
vector in scaled space
• #### projectRelativeScaledToRender

double[] projectRelativeScaledToRender​(double[] v)
Project a relative vector from scaled space to rendering space.
Parameters:
v - relative vector in scaled space
Returns:
relative vector in rendering space
• #### projectRelativeRenderToScaled

double[] projectRelativeRenderToScaled​(double[] v)
Project a relative vector from rendering space to scaled space.
Parameters:
v - relative vector in rendering space
Returns:
relative vector in scaled space
• #### projectDataToScaledSpace

double[] projectDataToScaledSpace​(NumberVector data)
Project a data vector from data space to scaled space.
Parameters:
data - vector in data space
Returns:
vector in scaled space
• #### projectDataToScaledSpace

double[] projectDataToScaledSpace​(double[] data)
Project a data vector from data space to scaled space.
Parameters:
data - vector in data space
Returns:
vector in scaled space
• #### projectRelativeDataToScaledSpace

double[] projectRelativeDataToScaledSpace​(NumberVector data)
Project a relative data vector from data space to scaled space.
Parameters:
data - relative vector in data space
Returns:
relative vector in scaled space
• #### projectRelativeDataToScaledSpace

double[] projectRelativeDataToScaledSpace​(double[] data)
Project a relative data vector from data space to scaled space.
Parameters:
data - relative vector in data space
Returns:
relative vector in scaled space
• #### projectDataToRenderSpace

double[] projectDataToRenderSpace​(NumberVector data)
Project a data vector from data space to rendering space.
Parameters:
data - vector in data space
Returns:
vector in rendering space
• #### projectDataToRenderSpace

double[] projectDataToRenderSpace​(double[] data)
Project a data vector from data space to rendering space.
Parameters:
data - vector in data space
Returns:
vector in rendering space
• #### projectScaledToDataSpace

<NV extends NumberVector> NV projectScaledToDataSpace​(double[] v,
NumberVector.Factory<NV> factory)
Project a vector from scaled space to data space.
Type Parameters:
NV - double[] type
Parameters:
v - vector in scaled space
factory - Object factory
Returns:
vector in data space
• #### projectRenderToDataSpace

<NV extends NumberVector> NV projectRenderToDataSpace​(double[] v,
NumberVector.Factory<NV> prototype)
Project a vector from rendering space to data space.
Type Parameters:
NV - double[] type
Parameters:
v - vector in rendering space
prototype - Object factory
Returns:
vector in data space
• #### projectRelativeDataToRenderSpace

double[] projectRelativeDataToRenderSpace​(NumberVector data)
Project a relative data vector from data space to rendering space.
Parameters:
data - relative vector in data space
Returns:
relative vector in rendering space
• #### projectRelativeDataToRenderSpace

double[] projectRelativeDataToRenderSpace​(double[] data)
Project a relative data vector from data space to rendering space.
Parameters:
data - relative vector in data space
Returns:
relative vector in rendering space
• #### projectRelativeScaledToDataSpace

<NV extends NumberVector> NV projectRelativeScaledToDataSpace​(double[] v,
NumberVector.Factory<NV> prototype)
Project a relative vector from scaled space to data space.
Type Parameters:
NV - double[] type
Parameters:
v - relative vector in scaled space
prototype - Object factory
Returns:
relative vector in data space
• #### projectRelativeRenderToDataSpace

<NV extends NumberVector> NV projectRelativeRenderToDataSpace​(double[] v,
NumberVector.Factory<NV> prototype)
Project a relative vector from rendering space to data space.
Type Parameters:
NV - double[] type
Parameters:
v - relative vector in rendering space
prototype - Object factory
Returns:
relative vector in data space