Gaia
Numerical Data Transformations

These are the algorithms which perform an actual numerical transformation on the input data, such as normalizing it, etc... More...

Classes

class  gaia2::Center
 The Center analyzer centers the points around the mean of each descriptor. More...
 
class  gaia2::Gaussianize
 The Gaussianize analyzer fits each descriptor into a gaussian distribution. More...
 
class  gaia2::InverseProjection
 The inverse projection Analyzer computes the inverse the previous transformation, given it was a linear projection (such as PCA or RCA). More...
 
class  gaia2::Normalize
 The Normalize analyzer normalizes real descriptors. More...
 
class  gaia2::PCA
 The PCA Analyzer computes the Principal Components Analysis of the given DataSet using the specified descriptors. More...
 
class  gaia2::RCA
 The RCA Analyzer computes the Relevant Components Analysis of the given DataSet using the specified descriptors. More...
 
class  gaia2::SVMTrain
 The SVMTrain analyzer creates a SVM model for the given dataset using libsvm. More...
 

Detailed Description

These are the algorithms which perform an actual numerical transformation on the input data, such as normalizing it, etc...