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4 projects in result set.
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.
Tags: Bioinformatics, Gene expression, Genetic Algorithms, Machine Learning, Machine learning, Multivariate Regression, Self-Organizing Map, bioinformatics, classification, cross-validation, gene expression, genetic algorithms, machine learning, model, prediction, validation

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-02-03 16:15

Fused-ANOVA - This package adjusts a penalized ANOVA model with Fused-LASSO (or Total Variation) penality, i.e. a sum of weighted l1-norm on the difference of each coefficient. The fitting procedure is accompanied with a highly efficient cross-validation method.
Tags: sparse method, penalized regression, cross-validation, classification
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-09-26 07:58

Sparsity by Quadratic Penalties - This package fits classical sparse regression models with efficient active set algorithms by solving quadratic problems. Also provides a few methods for model selection purpose (cross-validation, stability selection).
Tags: multivariate regression, sparse method, penalized regression, feature selection, cross-validation, stability selection, elastic-net

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-03-21 09:55

forestFloor - stable: http://cran.r-project.org/web/packages/forestFloor/index.html dev: https://github.com/sorhawell/forestFloor forestFloor is a package to visualize random forest
Tags: C++, Regression, Bioinformatics, Chemoinformatics, FNN, Machine Learning, Rcpp, classification, cross-validation, data mining, k-NN, nonlinear models, random forest
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-01-01 21:32

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