C# Class Accord.Statistics.Links.LogLinkFunction

Inheritance: ILinkFunction
Show file Open project: accord-net/framework Class Usage Examples

Public Methods

Method Description
Clone ( ) : object

Creates a new object that is a copy of the current instance.
Derivative ( double x ) : double

First derivative of the Inverse function.
Derivative2 ( double y ) : double

First derivative of the Inverse function expressed in terms of it's output.
Function ( double x ) : double

The link function.
Inverse ( double x ) : double

The mean (activation) function.
Log ( double x ) : double

The mean (activation) function.
LogLinkFunction ( ) : System

Creates a new Log link function.
LogLinkFunction ( double beta, double constant ) : System

Creates a new Log link function.

Method Details

Clone() public method

Creates a new object that is a copy of the current instance.
public Clone ( ) : object
return object

Derivative() public method

First derivative of the Inverse function.
public Derivative ( double x ) : double
x double The input value.
return double

Derivative2() public method

First derivative of the Inverse function expressed in terms of it's output.
public Derivative2 ( double y ) : double
y double The reverse transformed value.
return double

Function() public method

The link function.
public Function ( double x ) : double
x double An input value.
return double

Inverse() public method

The mean (activation) function.
public Inverse ( double x ) : double
x double A transformed value.
return double

Log() public method

The mean (activation) function.
public Log ( double x ) : double
x double A transformed value.
return double

LogLinkFunction() public method

Creates a new Log link function.
public LogLinkFunction ( ) : System
return System

LogLinkFunction() public method

Creates a new Log link function.
public LogLinkFunction ( double beta, double constant ) : System
beta double The beta value. Default is 1.
constant double The constant value. Default is 0.
return System