public class ARXFeatureScaling
extends java.lang.Object
implements java.io.Serializable
Modifier and Type | Method and Description |
---|---|
static ARXFeatureScaling |
create()
Returns a new instance
|
net.objecthunter.exp4j.Expression |
getScalingExpression(java.lang.String attribute)
Returns a scaling function
|
java.lang.String |
getScalingFunction(java.lang.String attribute)
Returns a scaling function
|
boolean |
isValidScalingFunction(java.lang.String function)
Returns whether the function is valid
|
ARXFeatureScaling |
removeScalingFunction(java.lang.String attribute)
Remove the scaling function, if any
|
ARXFeatureScaling |
setScalingFunction(java.lang.String attribute,
java.lang.String function)
Sets a scaling function
|
ARXFeatureScaling |
setScalingFunctionIdentity(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
setScalingFunctionInverse(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
setScalingFunctionLog(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
setScalingFunctionSQRT(java.lang.String attribute)
Sets a scaling function
|
ARXFeatureScaling |
setScalingFunctionSquare(java.lang.String attribute)
Sets a scaling function
|
public static ARXFeatureScaling create()
public net.objecthunter.exp4j.Expression getScalingExpression(java.lang.String attribute)
attribute
- public java.lang.String getScalingFunction(java.lang.String attribute)
attribute
- public boolean isValidScalingFunction(java.lang.String function)
function
- public ARXFeatureScaling removeScalingFunction(java.lang.String attribute)
attribute
- public ARXFeatureScaling setScalingFunction(java.lang.String attribute, java.lang.String function)
attribute
- function
- public ARXFeatureScaling setScalingFunctionIdentity(java.lang.String attribute)
attribute
- public ARXFeatureScaling setScalingFunctionInverse(java.lang.String attribute)
attribute
- public ARXFeatureScaling setScalingFunctionLog(java.lang.String attribute)
attribute
- public ARXFeatureScaling setScalingFunctionSQRT(java.lang.String attribute)
attribute
- public ARXFeatureScaling setScalingFunctionSquare(java.lang.String attribute)
attribute
-