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10 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
Activity Ranking: 0
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
Activity Ranking: 0
Registered: 2011-02-02 00:51

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: 79
Activity Ranking: 7
Registered: 2014-02-03 16:15

Conditional Random Fields - This project provides a set of tools for conditional random fields tasks such as decoding/inference/sampling/training.
Tags: Graphical model, Machine learning, CRF, MRF

Activity Percentile: 0
Activity Ranking: 0
Registered: 2010-12-28 07:13

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

MixCluster - MixCluster performs the cluster analysis of mixed-type data by using a mixture model of Gaussian copulas. Thus, the intra-class dependencies are modelized and the one-dimensional margins of the components follow classical distributions.
Tags: Bayesian, Clustering, Estimation, Gibbs sampling, Machine Learning, Machine learning, Mixture, Multivariate Analysis, PCA, Visualisation, Visualization, clustering, copula, data mining, density estimation, mixed model, mixture, mixture model, mixture modelling, model estimation
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-08-11 14:03

autoAnn - automatic annotation package, especially for MOOC dateset
Tags: Machine Learning, Machine learning
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-05-23 13:10

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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