Tags » SVM

Chapter 6 of "The Secret" is Ready!

My True Blood Fanfiction called The Secret has been up on fanfiction.net for a while now, and I have recently moved it here to WordPress as well.  133 more words

It's a short post tonight

Only one story update tonight.  I’ve been working on a couple of one-shots that I had floating in my head.  So here you go:

A Queen’ s Command – Digging Deep 


Kernel Function

Standard SVM is able to find a large margin hyperplane and therefore produce a pretty good classifier. But there is still a major drawback to the approaches: it can not deal with nonlinear data. 241 more words

Machine Learning

SMO Algorithm

Sequential minimal optimization (SMO) is an algorithm for the dual problem that arises during the training of support vector machines. Specifically,  it searches through the feasible region of the dual problem and maximize the objective function: 275 more words

Machine Learning

Sundays are now known as Suckdays

Henceforth Sundays are now known as Suckdays, and here is why:

  1. The majority of us have to go to work tomorrow.  So we spend a good part of the day thinking the weekend is over too soon or I don’t wanna go to work tomorrow.
  2. 398 more words

Classifier Performance

(I only consider classification problem with 2 classes)

A Classifier is a mapping from instances(patterns) to predicated classes(labels). Formally, each instance I is mapped to either 1 or -1. 106 more words

Machine Learning