mloss | Projects that use r as the programming language.

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kernlab 0.9-9

by alexis - November 2, 2009, 16:03:50 CET [ ] 20224 views, 4149 downloads, 0 subscriptions

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About: kernlab provides kernel-based Machine Learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods kernlab [...]

Changes:

minor fixes in kcca and ksvm functions

Authors: Alexandros Karatzoglou, Alex Smola, Kurt Hornik
License: Gpl Version 2
Programming Language: R

Operating System: Agnostic
Data Formats: None
Tags: Spectral Clustering, Svm, Kernel Methods, Kkmeans, Kpca, Quantile Regression, String Kernels, Nips2008

r-cran-VR 7.2-49

by r-cran-robot - September 25, 2009, 00:00:00 CET [ ] 23961 views, 5743 downloads, 0 subscriptions

About: VR

Changes:

Fetched by r-cran-robot on 2009-10-03 07:16:05.643423

Authors: S Venables, Riply, Brian Ripley, Kurt Hornik, Albrecht Gebhardt
License: Gpl Version 2 Or Later
Programming Language: R

Operating System: Agnostic
Tags: R-Cran

Penalized Partial Least Squares Regression 1.03

by nkraemer - May 5, 2009, 19:53:20 CET [ ] 19251 views, 3125 downloads, 0 subscriptions

About: This package contains functions to estimate linear and nonlinear regression methods with Penalized Partial Least Squares.

Changes:

fixed several bugs
drastic speed-up of computation time

Authors: Nicole Kraemer, Anne Laure Boulesteix
License: Gpl Version 2 Or Later
Programming Language: R

Operating System: Linux, Macosx, Windows
Data Formats: None
Tags: Kernel, Regression, Partial Least Squares

parcor Regularized estimation of partial correlation matrices 0.1

by nkraemer - May 5, 2009, 16:49:47 CET [ ] 9227 views, 1949 downloads, 0 subscriptions

About: The package estimates the matrix of partial correlations based on different regularized regression methods: lasso, adaptive lasso, PLS, and Ridge Regression.

Changes:

Initial Announcement on mloss.org.

Authors: Nicole Kraemer, Juliane Schaefer
License: Gpl Version 2 Or Later
Programming Language: R

Operating System: Agnostic
Data Formats: None
Tags: Regression, Graphical Models, Sparse Learning

r-cran-grplasso 0.4-2

by r-cran-robot - April 1, 2009, 00:00:00 CET [ ] 15031 views, 3193 downloads, 0 subscriptions

About: Fitting user specified models with Group Lasso penalty

Changes:

Fetched by r-cran-robot on 2013-04-01 00:00:05.428021

Authors: Lukas Meier
License: Gpl
Programming Language: R

Operating System: Agnostic
Tags: R-Cran

r-cran-gbev 0.1.1

by r-cran-robot - February 24, 2009, 00:00:00 CET [ ] 4237 views, 1104 downloads, 0 subscriptions

About: Gradient Boosted Regression Trees with Errors-in-Variables

Changes:

Fetched by r-cran-robot on 2012-06-01 00:00:05.010630

Authors: Joe Sexton
License: Gpl Version 2 Or Later
Programming Language: R

Operating System: Agnostic
Tags: R-Cran

r-cran-caretLSF 1.25

by r-cran-robot - December 3, 2008, 00:00:00 CET [ ] 6870 views, 1828 downloads, 0 subscriptions

About: Classification and Regression Training LSF Style: Augment some caret functions for parallel processing

Changes:

Initial Announcement on mloss.org.

Authors: Max Kuhn, Nathan Coulter
License: Gpl Version 2
Programming Language: R

Operating System: Agnostic
Data Formats: None
Tags: R-Cran

r-cran-caretNWS 0.25

by r-cran-robot - December 3, 2008, 00:00:00 CET [ ] 7965 views, 1984 downloads, 0 subscriptions

About: Classification and Regression Training in Parallel Using NetworkSpaces: Augment some caret functions using parallel processing

Changes:

Initial Announcement on mloss.org.

Authors: Max Kuhn, Steve Weston
License: Gpl Version 2
Programming Language: R

Operating System: Agnostic
Data Formats: None
Tags: R-Cran

r-cran-rdetools 1.0

by r-cran-robot - September 3, 2008, 00:00:00 CET [ ] 7278 views, 1868 downloads, 0 subscriptions

About: Relevant Dimension Estimation (RDE) in Feature Spaces: The package provides functions for estimating the relevant dimension of a data set in feature spaces, applications to model selection, [...]

Changes:

Initial Announcement on mloss.org.

Authors: Jan Saputra Mueller
License: Gpl Version 2
Programming Language: R

Operating System: Agnostic
Data Formats: None
Tags: R-Cran

Nested Effects Models 2.4.0

by florian - July 8, 2008, 00:05:59 CET [ ] 12067 views, 2900 downloads, 0 subscriptions

About: Nested Effects Models (NEMs) are a class of directed graphical models originally introduced to analyze the effects of gene perturbation screens with high-dimensional phenotypes. In contrast to other [...]

Changes:

Initial Announcement on mloss.org.