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16 projects in result set.
Applied Predictive Modeling - The package is an R companion to the Springer book "Applied Predictive Modeling". It contains several functions and data sets used in the text, as well as R scripts to re-create the analyses in each chapter.
Tags: Classification, Machine Learning, Machine learning, Regression, classification, machine learning, regression
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2013-02-08 18:59

Benchmarking genomic data integration - Comparison pipeline for multi-platform data integration algorithms for functional genomics studies. Provides tools to compare performance between publicly available implementations
Tags: Bioinformatics, CCA, Cancer, Copynumber, Machine Learning, Machine learning, Multivariate Regression, Normalization, R, R-Forge, Whole-genome, analytics, biostatistics, comparative analysis, comparison, data mining, dependence, gene expression, machine learning, microarray, multivariate

Activity Percentile: 0
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Registered: 2011-02-02 00:51

Chain graph models in R - Software for fitting (block recursive) chain graphs in R.
Tags: Graphical model, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, Variables Selection, data mining, machine learning, markov, model estimation, multivariate, multivariate regression, multivariate statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-06-26 07:16

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

Classification of RNA Structure Change - R package for the autonomous detection and classification of RNA structure change (riboSNitches) in chemical mapping data.
Tags: RNA, SHAPE, Bioinformatics & Biostatistics, Classification, machine learning

Activity Percentile: 0
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Registered: 2015-09-02 17:28

Dependency modeling toolbox - Model-based tools for the discovery and analysis of statistical dependencies between data sources.
Tags: Bayesian, CCA, Exponential, Machine Learning, Machine learning, analytics, dependence, machine learning, marginal likelihood, multivariate, pCCA, robust statistics

Activity Percentile: 0
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Registered: 2010-04-08 11:22

Hierarchical RandomForest - An R package that runs randomForest as a local classifier at each parent node of a pre-defined tree-like class hierarchy.
Tags: Class Hierarchy, habitat, land-cover, land-use, hierarchical, Classification, Ecology, Machine Learning, Machine learning, accuracy, bioinformatics, biostatistics, classification, ecological models, ecology, machine learning, out-of-bag, random forest
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2015-01-15 14:20

Layered and chained mixture models - Layered and chained mixture models for various univariate and multivariate distributions.
Tags: Bioinformatics, Classification, Clustering, Fuzzy Sets, Graphical model, Machine Learning, Machine learning, Multivariate Analysis, Multivariate Techniques, Whole-genome, classification, clustering, copula, machine learning, mixed model, multivariate statistics, parametric model, mixture model

Activity Percentile: 0
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Registered: 2011-05-10 07:45

Rule-Based Models - This project contains GPL versions of Quinlan's C5.0 and Cubist models.
Tags: Classification, Machine Learning, boosting, classification, machine learning, pattern recognition, rule induction, tree

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-02-25 15:11

Subgroup Discovery and Analytics - The rsubgroup package provides algorithms and tools for subgroup discovery and analytics for the free R environment. The package integrates an interface to the org.vikamine.kernel library of the VIKAMINE system (http://www.vikamine.org).
Tags: subgroup discovery, pattern mining, analytics, data mining, machine learning

Activity Percentile: 0
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Registered: 2012-05-04 15:02

The DataRobot R package - The DataRobot R package is an API for the DataRobot modeling engine, which fits a large, diverse collection of prediction models to a dataset. This API allows the user to build models, retrieve key characteristics, and generate predictions from new data.
Tags: API, DataRobot, R, machine learning, modeling, prediction, regression
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-05-26 15:13

pcurve: principal curves - Package pcurve fits principal curves in high dimensions. It can be thought of as a non-linear form of PCA. pcurve is an R port of Glenn De'aths pcurve library for S-Plus.
Tags: principal curves, ordination, Ecology, Machine Learning, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, community ecology, constrained ordination, ecological models, ecology, environmetrics, machine learning, multivariate, multivariate regression, multivariate smoothing, multivariate statistics

Activity Percentile: 0
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Registered: 2013-05-30 16:42

penalizedSVM - Feature selection for SVM classification in high dimensions using penalty functions L1, SCAD, Elastic Net (L1+L2) and Elastic SCAD (SCAD+L2) SVM. Choice of data-dependent tuning parameters: beside the standard fixed grid an interval search is implemented
Tags: Classification, feature selection, machine learning, tuning parameters, penalty functions, high dimentional data, low sample size high dimensional data, Bioinformatics, Machine Learning
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2012-06-19 15:40

randomForest - randomForest provides an R interface to the classification and regression algorithm proposed by Leo Breiman.
Tags: classification, machine learning, random forest, regression

Activity Percentile: 0
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Registered: 2009-09-14 13:01

recursive segmentation - Recursive segmentation (rseg) makes use of recursive partitioning methods to build a patient rule induction method (PRIM) like prediction model for exploratory subgroup analysis.
Tags: machine learning, subgroup discovery

Activity Percentile: 0
Activity Ranking: 0
Registered: 2016-08-01 12:38

stablelearner - An R package for assessing the stability of results from statistical learning.
Tags: Machine Learning, Machine learning, Variables Selection, bootstrapping, machine learning, recursive partioning, resampling methods
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2016-04-17 11:52

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