Variable Selection Part

This is the third part of the work to select measurements / measurement combination for selfoptimizing control. It uses aberage loss as the criterion instead of the worst case loss presented in the second part.Bidirection branch and bound (B3) is a very efficient BAB algorithm. In the first two... Platforms: Matlab

1 Introduction PLS-DA for data analysis in chemistry and OMICS studies. Also included in this package are 3 variable selection methods: 1) target projection (TP) 2) competitive adaptive reweighted sampling (CARS) 3) subwindow permutation analysis (SPA). SPA is based on model pupulation analysis... Platforms: Matlab

1 Introduction This toolbox implements all the routine PLS-related/based algorithms which kind of serves as the basics in chemometrics, including PLS calibration and prediction, leave one out cross validation (LOOCV), K-fold cross validation, Monte Carlo cross validation(MCCV), double cross... Platforms: Matlab

B3MSV Bidirectional Branch and Bound(B3) subset selection using the the Minimum Singular Value (MSV) as the criterion.Consider the following subset selection problem:Given a tall (m x n, m>n) matrix, A, to find n rows of A such that the resulted n x n square submatrix has the largest MSV among... Platforms: Matlab

LAoE is a rich featured graphical audiosample editor, based on multi layers, floating point samples. LAoE means Layer-based Audio Editor, and it is a rich featured graphical audiosample-editor, based on multi-layers, floating-point samples, volume-masks, variable selection-intensity, and many... Platforms: *nix

Open3DQSAR is an open-source tool aimed at pharmacophore exploration by high-throughput chemometric analysis of molecular interaction fields (MIFs). Open3DQSAR can generate steric potential, electron density and MM/QM electrostatic potential fields; furthermore, it can import GRIDKONT binary... Platforms: Windows

Open3DQSAR is an open-source tool aimed at pharmacophore exploration by high-throughput chemometric analysis of molecular interaction fields (MIFs). Open3DQSAR can generate steric potential, electron density and MM/QM electrostatic potential fields; furthermore, it can import GRIDKONT binary... Platforms: Mac

Open3DQSAR is an open-source tool aimed at pharmacophore exploration by high-throughput chemometric analysis of molecular interaction fields (MIFs). Open3DQSAR can generate steric potential, electron density and MM/QM electrostatic potential fields; furthermore, it can import GRIDKONT binary... Platforms: Linux

Open3DQSAR is an open-source tool aimed at pharmacophore exploration by high-throughput chemometric analysis of molecular interaction fields (MIFs). Open3DQSAR can generate steric potential, electron density and MM/QM electrostatic potential fields; furthermore, it can import GRIDKONT binary... Platforms: Windows

In this submission we present the code of the Replacement Method (RM) [1-4] and Enhanced Replacement Method (ERM)[5], that were proposed some time ago by our group. Both methods produce linear regression QSPR-QSAR models that are quite close the FS (full search) ones with much less computational... Platforms: Matlab

It is known that there is no sufficient Matlab program about neuro-fuzzy classifiers. Generally, ANFIS is used as classifier. ANFIS is a function approximator program. But, the usage of ANFIS for classifications is unfavorable. For example, there are three classes, and labeled as 1, 2 and 3. The... Platforms: Matlab

This directory contains a suite of files for performing the standard two phase simplex method on linear programming problems. The three files LINPROG.DOC, PHASEI.DOC and PHASEII.DOC are fully documented versions of the m-files LINPROG.M, PHASEI.M and PHASEII.DOC are fully documented versions of... Platforms: Matlab

Language::Basic::Variable is a Perl module to handle parsing and implementing BASIC variables. SYNOPSIS See Language::Basic for the overview of how the Language::Basic module works. This pod page is more technical. There are two sorts of variables: Arrays and Scalars. Each of those classes... Platforms: *nix

List::Part is a Perl module that allows you to partition one array into several. SYNOPSIS use List::Part; ($good, $bad)=part { !/substring/ } @array; #store arrayrefs into $good and $bad (*good, *bad)=part { !/substring/ } @array; #store into @good and @bad ABSTRACT List::Part... Platforms: *nix

Variable::Alias is a Perl module created to alias any variable to any other variable. SYNOPSIS use Variable::Alias alias; my $src; my $a; our $b; my @c; our @d; alias $src => $a; alias $a => $b; alias $b => $c[0]; alias @c => @d; $src=src; # All the other variables now have the... Platforms: *nix

File Selection Language (FSL) is a descriptive language for file selection. File Selection Language is used to selectively pick files from a directory structure. FSL is useful for selective backups, for instance. FSL uses glob patterns as the basic building block. For fine-tuning the... Platforms: *nix

Variable::Strongly::Typed::Scalar is Perl module for strongly typed scalar. SYNOPSIS This class is utilized by Variable::Strongly::Typed - you dont access this directly =head1 DESCRIPTION. Platforms: *nix

Variable::Strongly::Typed::Validators is Perl module with built-in type validators. SYNOPSIS This class is utilized by Variable::Strongly::Typed - you dont access this directly. This module defines a %conditions hash contained expressions that define the built-in types. If you want to create... Platforms: *nix

Variable::Strongly::Typed is a Perl module to let some variables be strongly typed. SYNOPSIS use Variable::Strongly::Typed; my $int :TYPE(int); # must have an int value my $float :TYPE(float); # must have a float value my $string :TYPE(string); # must not be a reference my $file... Platforms: *nix

Variable::Strongly::Typed::Array is a Perl module for strongly typed array. SYNOPSIS This class is utilized by Variable::Strongly::Typed - you dont access this directly my @array_of_ints :TYPE(int); # Each slot must contain an int my @array_of_rgb :TYPE(&red_green_blue); # my enumerated... Platforms: *nix