BiliniearFeatureTransform (jaicore-ml 0.2.5 API)

java.lang.Object
- ai.libs.jaicore.ml.ranking.dyad.learner.algorithm.featuretransform.BiliniearFeatureTransform

All Implemented Interfaces:

IDyadFeatureTransform
```
public class BiliniearFeatureTransform
extends java.lang.Object
implements IDyadFeatureTransform
```
Implementation of the feature transformation method using the Kroenecker Product.

Constructor Summary

Constructors
Constructor Description

BiliniearFeatureTransform()

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`int`	`getTransformedVectorLength(int alternativeLength, int instanceLength)`	Get the length of the vector returned by the transform method.
`org.api4.java.common.math.IVector`	`transform(org.api4.java.ai.ml.ranking.dyad.dataset.IDyad dyad)`	Transform the instance of the given dyad (models the skill).

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface ai.libs.jaicore.ml.ranking.dyad.learner.algorithm.featuretransform.IDyadFeatureTransform
getPreComputedFeatureTransforms

- Constructor Detail
  - BiliniearFeatureTransform
```
public BiliniearFeatureTransform()
```
- Method Detail
  - transform
```
public org.api4.java.common.math.IVector transform(org.api4.java.ai.ml.ranking.dyad.dataset.IDyad dyad)
```
    Description copied from interface: IDyadFeatureTransform
    
    Transform the instance of the given dyad (models the skill).
    
    Specified by:
    
    transform in interface IDyadFeatureTransform
    
    Parameters:
    
    dyad - the dyad to transform
    
    Returns:
    
    the transformed instance values for the dyad
  - getTransformedVectorLength
```
public int getTransformedVectorLength(int alternativeLength,
                                      int instanceLength)
```
    Description copied from interface: IDyadFeatureTransform
    
    Get the length of the vector returned by the transform method.
    
    Specified by:
    
    getTransformedVectorLength in interface IDyadFeatureTransform
    
    Parameters:
    
    alternativeLength - the length of the alternative vector of the transformed dyad
    
    instanceLength - the length of the instance vector of the transformed dyad
    
    Returns:
    
    the length of the transformed feature vector