RegressionModel (Episteme API Documentation)

java.lang.Object

org.episteme.natural.computing.ml.Model

org.episteme.natural.computing.ml.RegressionModel

All Implemented Interfaces:: Serializable, UniversalDataModel

public class RegressionModel extends Model

Represents a linear regression model.

See Also:

Field Summary

Fields inherited from class Model
traits
Constructor Summary

Constructors

Constructor

Description

RegressionModel()

RegressionModel(String name)
Method Summary

Modifier and Type

Method

Description

void

addCoefficient(String name, double value)

Map<String,Double>

getCoefficients()

double

getIntercept()

void

setIntercept(double intercept)

Methods inherited from class Model
addDataField, addMiningField, getDataFields, getMetadata, getMiningFields, getModelType, getName, getQuantities, getTrait, setName, setTrait

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

Methods inherited from interface UniversalDataModel
validate

Constructor Details
- RegressionModel
  
  public RegressionModel()
- RegressionModel
  
  public RegressionModel(String name)
Method Details
- getIntercept
  
  public double getIntercept()
- setIntercept
  
  public void setIntercept(double intercept)
- addCoefficient
  
  public void addCoefficient(String name, double value)
- getCoefficients
  
  public Map<String,Double> getCoefficients()