it.uniroma2.sag.kelp.examples.main

Class KernelCacheExample

java.lang.Object

it.uniroma2.sag.kelp.examples.main.KernelCacheExample

public class KernelCacheExample
extends Object

Caching is an important feature of KeLP. In most of the cases, kernel computation between two examples are useful in different step of the learning process. If one caches this computation, the learning algorithm can be quicker, as computation already done can be accessed directly from a cache. For this reason, KeLP implements two types of caching.

One is the norm cache, that is useful to cache the values of the norm in the kernel space. The other is a kernel cache, that is the storage of the kernel computations.

In the following , an example on how to use these two caches is provided.

Author:

Giuseppe Castellucci, Danilo Croce

Constructor Summary

Constructors

Constructor and Description
KernelCacheExample()

Method Summary

Methods

Modifier and Type	Method and Description
static void	main(String[] args)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

KernelCacheExample

public KernelCacheExample()

Method Detail

main

public static void main(String[] args)