de.lmu.ifi.dbs.elki.utilities.scaling

Class LinearScaling

java.lang.Object

de.lmu.ifi.dbs.elki.utilities.scaling.LinearScaling

All Implemented Interfaces:

ScalingFunction, StaticScalingFunction

public class LinearScaling
extends java.lang.Object
implements StaticScalingFunction

Simple linear scaling function.

Since:

0.3

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
private double	factor Scaling factor
private double	shift Shift

Constructor Summary

Constructors

Constructor and Description
LinearScaling() Constructor with defaults resulting in identity.
LinearScaling(double factor) Constructor with scaling only.
LinearScaling(double factor, double shift) Full constructor.
LinearScaling(DoubleMinMax minmax) Constructor from a double minmax.

Method Summary

Modifier and Type	Method and Description
static LinearScaling	fromMinMax(double min, double max) Make a linear scaling from a given minimum and maximum.
double	getMax() Get maximum resulting value.
double	getMin() Get minimum resulting value.
double	getScaled(double d) Transform a given value using the scaling function.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

factor

private double factor

Scaling factor

shift

private double shift

Shift

Constructor Detail

LinearScaling

public LinearScaling()

Constructor with defaults resulting in identity.

LinearScaling

public LinearScaling(double factor)

Constructor with scaling only.

Parameters:

factor - Scaling factor

LinearScaling

public LinearScaling(double factor,
                     double shift)

Full constructor.

Parameters:

factor - Scaling factor

shift - Shift value

LinearScaling

public LinearScaling(DoubleMinMax minmax)

Constructor from a double minmax.

Parameters:

minmax - Minimum and Maximum

Method Detail

getScaled

public double getScaled(double d)

Description copied from interface: ScalingFunction

Transform a given value using the scaling function.

Specified by:

getScaled in interface ScalingFunction

Parameters:

d - Original value

Returns:

Scaled value

getMin

public double getMin()

Description copied from interface: ScalingFunction

Get minimum resulting value. May be Double.NaN or Double.NEGATIVE_INFINITY.

Specified by:

getMin in interface ScalingFunction

Returns:

Minimum resulting value.

getMax

public double getMax()

Description copied from interface: ScalingFunction

Get maximum resulting value. May be Double.NaN or Double.POSITIVE_INFINITY.

Specified by:

getMax in interface ScalingFunction

Returns:

Maximum resulting value.

fromMinMax

public static LinearScaling fromMinMax(double min,
                                       double max)

Make a linear scaling from a given minimum and maximum. The minimum will be mapped to zero, the maximum to one.

Parameters:

min - Minimum

max - Maximum

Returns:

New linear scaling.