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Topic > Multivariate Statistics > Supervised Classification and Discriminant Analysis

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10 projects in result set.

0. Sparse LDA - This package implements elasticnet-like sparseness in linear and mixture discriminant analysis as described in "Sparse Discriminant Analysis" by Line Clemmensen, Trevor Hastie and Bjarne Ersb
Development Status : 4 - Beta [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Machine Learning : Regularized and Shrinkage Methods [Filter] Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]	Activity Percentile: 0.00 Registered: 2009-01-22 16:44

1. cMonkey - cMonkey integrated biclustering algorithm for learning co-regulated gene modules. Please visit http://cmonkey.systemsbiology.net for source code, documentation, and R packages.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics [Filter]
Topic : Cluster Analysis : Other Cluster Algorithms [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]

Registered: 2010-05-14 17:19

2. Local Classification Methods - Collection of local classification methods and tools for analysis of the misclassification rate in terms of bias and variance
Intended Audience : Developers [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter] Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]	Activity Percentile: 0.00 Registered: 2011-08-10 16:01

3. plsgenomics: PLS analyses for genomics - This package provides routines for PLS-based genomic analyses. It implements PLS methods for classification with microarray and Next Generation Sequencing data, prediction of transcription factor activities from combined ChIP-chip analysis.

Development Status : 5 - Production/Stable [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Natural Language : French [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics : Statistics [Filter]
Topic : Multivariate Statistics : Projection Methods [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]

Activity Percentile: 0.00

Registered: 2014-10-30 14:27

4. Rule-Based Models - This project contains GPL versions of Quinlan's C5.0 and Cubist models.
Topic : Machine Learning : Boosting [Filter] Topic : Machine Learning : Recursive Partitioning [Filter] Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]	Activity Percentile: 0.00 Registered: 2011-02-25 15:11

5. survGenesInterim - Simulation of survival studies based on simulated gene expression level and patient data. Includes functions to generate such data. Resulting error and power rate can be visualized. Can be used for sample size or power estimation when planning a study.

Development Status : 5 - Production/Stable [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics : Medical Science [Filter]
Topic : Bioinformatics : Statistics [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]

Activity Percentile: 0.00

Registered: 2011-04-19 11:00

6. dismo --- Species Distribtion modeling - Functions for species distribution modeling.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Programming Language : Java [Filter]
Programming Language : R [Filter]
Topic : Machine Learning [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
Topic : Spatial Data & Statistics [Filter]

Activity Percentile: 0.00

Registered: 2009-12-07 07:49

7. Class Prediction - A suite of packages that can bu used for "class prediction" problems. Includes tools to standardize training-testing regimens and cross-validation schemes.
Development Status : 5 - Production/Stable [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : Artistic License [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Bioinformatics : Statistics [Filter] Topic : Machine Learning [Filter] Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]	Activity Percentile: 0.00 Registered: 2014-02-03 16:15

8. Classification methods and visualization - Miscellaneous functions for classification and visualization.

Development Status : 4 - Beta [Filter]
Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Programming Language : R [Filter]
Topic : Machine Learning [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]

Registered: 2007-06-11 10:04

9. rebmix package - rebmix: An R Package for Continuous and Discrete Finite Mixture Models

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]

Activity Percentile: 0.00

Registered: 2012-04-17 10:24