LinearCombinationLearningCurve (jaicore-ml 0.2.0 API)

java.lang.Object
- ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.lc.LinearCombinationLearningCurve

All Implemented Interfaces:

org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve, org.api4.java.ai.ml.core.evaluation.learningcurve.ILearningCurve
```
public class LinearCombinationLearningCurve
extends java.lang.Object
implements org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve
```
The LinearCombinationLearningCurve consists of the actual linear combination function that describes the learning curve, as well as the derivative of this function. The derivative is used in order to calculate the saturation point.

Constructor Summary

Constructors
Constructor Description

LinearCombinationLearningCurve(LinearCombinationLearningCurveConfiguration configuration, int dataSetSize)

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`double`	`getConvergenceValue()`
`double`	`getCurveValue(double x)`
`double`	`getDerivativeCurveValue(double x)`
`double`	`getSaturationPoint(double epsilon)`

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

- Constructor Detail
  - LinearCombinationLearningCurve
```
public LinearCombinationLearningCurve(LinearCombinationLearningCurveConfiguration configuration,
                                      int dataSetSize)
```
- Method Detail
  - getCurveValue
```
public double getCurveValue(double x)
```
    Specified by:
    
    getCurveValue in interface org.api4.java.ai.ml.core.evaluation.learningcurve.ILearningCurve
  - getSaturationPoint
```
public double getSaturationPoint(double epsilon)
```
    Specified by:
    
    getSaturationPoint in interface org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve
  - getDerivativeCurveValue
```
public double getDerivativeCurveValue(double x)
```
    Specified by:
    
    getDerivativeCurveValue in interface org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve
  - getConvergenceValue
```
public double getConvergenceValue()
```
    Specified by:
    
    getConvergenceValue in interface org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve