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23 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
AFLP - A package for the normalisation on classification of AFLP (Amplification Fragment Length Polymorphism) data.
Tags: Bioinformatics, DNA, Normalization, classification, diversity, ecology, taxonomic diversity

Activity Percentile: 0
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Registered: 2011-03-02 11:24

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


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Registered: 2013-02-08 18:59

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
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Registered: 2014-02-03 16:15

Classification rules - An R package for learning classification rules from data.
Tags: data mining, classification, rule induction, rule learning, rule quality measures

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Registered: 2012-04-10 12:11

Computer-Assisted Analysis of Mixtures - Tools for the analysis of finite semiparametric mixtures. These are useful when data is heterogeneous, e.g. in pharmacokinetics or meta-analysis. The NPMLE and VEM algorithms (flexible support size) and EM algorithms (finite support case) are provided.
Tags: mixture modelling, biostatistics, classification, clustering
This project has not yet categorized itself in the Trove Software Map


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Registered: 2013-03-06 09:55

DiagnosisMed - DiagnosisMed is a package to analyze data from diagnostic test accuracy research evaluating health conditions.
Tags: Classification, classification

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Registered: 2008-09-19 23:16

ExactSampling - ExactSampling is an R package for the exact cross-validataion for kNN, regression and bootstrap.
Tags: Classification, Regression, bootstrapping, classification
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2014-01-15 12:59

Fast- and Frugal Trees [early alpha!] - A package for the analysis of Fast- and Frugal trees, simple classification trees with a simplistic structure. Create FF-trees manually, or via induction through bruteforce/chasing/monte carlo. ATTENTION : PRE-ALPHA STAGE.
Tags: Fast, Frugal, Tree, Classification, Fit, Clustering, R, classification, data mining, model evaluation
This project has not yet categorized itself in the Trove Software Map


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Registered: 2014-10-07 10:23

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


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Registered: 2013-09-26 07:58

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


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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

Naive Discriminative Learning - The ndl packages is an R package for Naive discriminative Learning. It implements learning and classification models based on the Rescorla-Wagner equations and their equilibria equations.
Tags: learning, classification, Rescorla, Wagner, psychology, linguistics
This project has not yet categorized itself in the Trove Software Map


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Registered: 2012-11-21 14:13

R integration for the stk++ library - STK++ is a versatile, fast, reliable and elegant collection of C++ classes for statistics. Using rtkpp, R users and package developers will not need to install STK++ itself in order to use the library.
Tags: Rcpp, Linear Algebra, Clustering, classification, clustering, C++, library
This project has not yet categorized itself in the Trove Software Map


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Registered: 2014-08-06 20:09

RMacoqui - RMacoqui develops a probability procedure for the identification of chorotypes, i.e. distribution patterns shared by a group of species, which can be operatively identified within an area (Baroni-Urbani et al., 1978).
Tags: chorotypes, biodiversity, diversity, biogeography, geographical biology, distributions, distribution patterns, biostatistics, probabilistic analysis, fuzzy logic, fuzzy sets, similarity, geographic attractors, classification, clustering, ecology, multivariate analysis, spatial data, spatial methods

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Registered: 2015-07-04 09:37

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

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Registered: 2011-02-25 15:11

UMB statistics - Text book statistics and R Commander plugins and other useful packages developed by the statitics group at the Norwegian University of Life Sciences.
Tags: Multivariate Regression, Rcmdr, Regression, Visualization, classification, clustering, mixed effect models, multivariate statistics, teaching
This project has not yet categorized itself in the Trove Software Map


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Registered: 2013-02-07 11:33

arules - Mining Association Rules - Infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). arules is now maintained on Github: https://github.com/mhahsler/arules
Tags: data mining, frequent patterns, association rules, visualization, classification

Activity Percentile: 0
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Registered: 2007-05-21 13:55

bootFS - bootFS is a convenient wrapper to multiple methods for two-class or multi-class classification and feature selection in high-throughput omics-data. It is designed to translate individual feature sets into biologically meaningful and robust biomarkers.
Tags: Cancer, Classification, classification, feature selection

Activity Percentile: 0
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Registered: 2012-09-12 10:13

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

fuzzySim - fuzzySim is an R package for calculating fuzzy similarity in species occurrence patterns.
Tags: R, similarity, species distributions, spatial, ecology, binary data, fuzzy, fuzzy sets, fuzzy logic, classification, clustering, favourability model, trend surface analysis, FDR, VIF

Activity Percentile: 71
Activity Ranking: 16
Registered: 2014-02-27 18:53

23 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
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