Reduction :: Dimensionality Reduction

https://en.wikipedia.org/wiki/Dimensionality_reduction

http://www.researchgate.net/post/I_need_a_good_way_to_reduce_dimension_of_my_data2

Techniques

Support Vector Machines

In machine learning, support vector machines (SVMs, also support vector networks[1]) are supervised learning models with associated learning algorithms that analyze data and recognize patterns, used for classification and regression analysis. Given a set of training examples, each marked for belonging to one of two categories, an SVM training algorithm builds a model that assigns new examples into one category or the other, making it a non-probabilistic binary linear classifier. Wikipedia

Code

Javascript