Software Map
Tag cloud  Project Tree  Project List
ANOVA Bayesian Bioinformatics Bioinformatics & Biostatistics Biostatistics C++ Cancer Chemoinformatics Classification Clustering Copynumber DNA Ecology Economics Finance GUI Genetic Algorithms Genetics HTML Machine Learning Machine learning Mixture Multiple Comparisons Multivariate Analysis Multivariate Regression Multivariate Techniques Next generation Sequencing ODE Phylogeny R RForge Rcmdr Regression SNP Statistics Time series Visualization Wholegenome bioinformatics biostatistics break detection categorical change detection classification clustering community ecology data mining database datasets dissimilarity distance distributions diversity dynamic systems ecological models ecology econometrics economics epidemiology finance gene expression generalized linear models genetics graphics high dimentional data likelihood linear models machine learning microarray missing data missing values mixed effect models mixed model model comparison model estimation model selection movement multivariate multivariate regression multivariate statistics nonparametrics nonlinear models nonparametric optimization parametric model permutation tests phylogeny plotting prediction psychology raster regression remote sensing reporting robust robust statistics simulation soil spatial spatial autocorrelation spatial classes spatial data spatial methods spatial point patterns spatial regression spatiotemporal species distribution models stochastic processes survival teaching text mining time series visualization
9 projects in result set.
Class Prediction  A suite of packages that can bu used for "class prediction" problems. Includes tools to standardize trainingtesting regimens and crossvalidation schemes.  
Tags: Bioinformatics, Gene expression, Genetic Algorithms, Machine Learning, Machine learning, Multivariate Regression, SelfOrganizing Map, bioinformatics, classification, crossvalidation, gene expression, genetic algorithms, machine learning, model, prediction, validation  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20140203 16:15 
Diagnostic and prognostic metaanalysis  This package provides functions for diagnostic and prognostic metaanalyses. It estimates univariate, bivariate and multivariate models, and allows the aggregation of previously published prediction models with new data.  
Tags: metaanalysis, reitsma, riley, debray, bivariate, univarite, multivariate, fixed, random, diagnostic, prognostic, R, MCMC, Statistics, model comparison, model evaluation, model performance, model selection, prediction  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20120809 13:01 
Forecasting with Artificial Intelligence  The package ForAI uses machine learning methods such as artificial neural networks, support vector regression, extreme learning machines, and evolutionary algorithms for forecasting and prediction.  
Tags: Artificial Neural Network, Extreme Machine Learning, genetic algorithms, forecasting, support vector regression, prediction  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20120122 07:45 
NullSens  Partitioning Abiotic and Biotic Contributions to Community Variation  
Tags: Ecology, Multivariate Analysis, Multivariate Regression, bioinformatics, community ecology, community null model, ecological Inference, ecological models, ecology, linear models, model estimation, model performance, molecular ecology, multivariate regression, nonparametric, null model, parametric model, permutation tests, prediction, regression, robust statistics, simulations, spatial regression, spatiotemporal statistics, species abundance model, species distributions, statistical inference, variance partitioning  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20140505 19:49 
Projections using Bayesian APC model  Package implementing Bayesian ageperiodcohort models with the focus on projections. BAPC generates agespecific and agestandardized projected rates and predictive distributions.  
Tags: Bayesian, Biostatistics, Cancer, RINLA, epidemiology, forecasting, prediction, projections  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20150324 15:10 
Realtime prediction of dengue outbreak  The project provides functions for parameter estimation and realtime predictions of a single dengue outbreak taking into account model uncertainty via model averaging. Graphical tools for a visualization of the results are also included.  
Tags: biostatistics, epidemiology, model averaging, model estimation, nonlinear models, prediction  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20150630 18:57 
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: 20150526 15:13 
microclim  A suite of functions to calculate variables useful in microclimate modelling: currently for solar radiation (globally) and ground temperature (in Europe)  
Tags: climate, grid, prediction, solar radiation  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20140212 10:11 
nnetpredint: ANN prediction intervals  The nnetpredint package implements methods of estimating prediction intervals to multilayer neural networks at certain confidence level. It supports models trained by nnet, neuralnet and RSNNS packages as well as customized weights and nodes input.  
Tags: Artificial Neural Network, Prediction Interval, prediction, R  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20151125 09:58 