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9 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

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: 2012-01-22 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, spatio-temporal 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: 2014-05-05 19:49

Projections using Bayesian APC model - Package implementing Bayesian age-period-cohort models with the focus on projections. BAPC generates age-specific and age-standardized projected rates and predictive distributions.
Tags: Bayesian, Biostatistics, Cancer, R-INLA, epidemiology, forecasting, prediction, projections
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-03-24 15:10

Real-time prediction of dengue outbreak - The project provides functions for parameter estimation and real-time 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: 2015-06-30 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: 2015-05-26 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: 2014-02-12 10:11

nnetpredint: ANN prediction intervals - The nnetpredint package implements methods of estimating prediction intervals to multi-layer 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: 2015-11-25 09:58

swissMrP - This package provides a number of function which allow users to carry out MrP preference estimates for Switzerland. The package further provides adequate print, summary, map, and plot functions for objects of its class.
Tags: post stratification, prediction, Bayesian, Multivariate Regression, educational tool, mixed effect models, political analysis
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-09-15 12:40

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