FullProjection (ELKI: Environment for DeveLoping KDD-Applications Supported by Index-Structures)

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

Field Summary
- Fields inherited from interface de.lmu.ifi.dbs.elki.visualization.projections.Projection
  INVSCALE, SCALE

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method and 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 de.lmu.ifi.dbs.elki.visualization.projections.Projection
getInputDimensionality, getProjector, getScale

Methods inherited from interface de.lmu.ifi.dbs.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

Interface FullProjection

Field Summary

Fields inherited from interface de.lmu.ifi.dbs.elki.visualization.projections.Projection

Method Summary

Methods inherited from interface de.lmu.ifi.dbs.elki.visualization.projections.Projection

Methods inherited from interface de.lmu.ifi.dbs.elki.visualization.VisualizationItem

Method Detail

projectScaledToRender

projectRenderToScaled

projectRelativeScaledToRender

projectRelativeRenderToScaled

projectDataToScaledSpace

projectDataToScaledSpace

projectRelativeDataToScaledSpace

projectRelativeDataToScaledSpace

projectDataToRenderSpace

projectDataToRenderSpace

projectScaledToDataSpace

projectRenderToDataSpace

projectRelativeDataToRenderSpace

projectRelativeDataToRenderSpace

projectRelativeScaledToDataSpace

projectRelativeRenderToDataSpace