Analyzer Algorithms

Here is a reference list of available Analyzers. More...

Modules
	Dataset Management Algorithms
	These are the algorithms that are related to datasets management tasks, such as removing certain descriptors, merging them, ...
	Numerical Data Transformations
	These are the algorithms which perform an actual numerical transformation on the input data, such as normalizing it, etc...

Classes
class	gaia2::AddField
	The AddField analyzer allows you to add new fields in a layout of an already existing DataSet. More...
class	gaia2::Analyzer
	the Analyzer abstract base class. More...
class	gaia2::Center
	The Center analyzer centers the points around the mean of each descriptor. More...
class	gaia2::Cleaner
	The Cleaner analyzer checks for values that may cause problems when doing mathematical analysis (such as normalize, pca, ...), and removes them. More...
class	gaia2::Enumerate
	The Enumerate analyzer allows you to specify a list of string descriptors which you want to be stored as enumerations. More...
class	gaia2::Extract
	The Extract analyzer allows you to extract only specific dimensions from any given number of descriptors. More...
class	gaia2::FixLength
	The FixLength analyzer allows you to specify a list of descriptors for which you want to fix the length definitely. 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::MergeRegion
	The MergeRegion analyzer allows you to merge multiple descriptors into a single one. 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::Remove
	The Remove analyzer allows you to discard specific descriptors. More...
class	gaia2::RemoveVL
	The RemoveVL analyzer checks for descriptors which are variable-length descriptors, such as the list of beats, ticks, chords, etc. and removes them. More...
class	gaia2::Rename
	The Rename analyzer allows you to rename an existing field. More...
class	gaia2::Select
	The Select analyzer allows you to keep only specific descriptors. More...
class	gaia2::SVMTrain
	The SVMTrain analyzer creates a SVM model for the given dataset using libsvm. More...

Detailed Description

Here is a reference list of available Analyzers.

If you want more detailed explanation about what an Analyzer is, please refer to the Algorithms page.