![]() The current release version can be found on CRAN and the project is hosted on github. The package started off as a way to provide a uniform interface the functions themselves, as well as a way to standardize common tasks (such parameter tuning and variable importance). Some have different syntax for model training and/or prediction. There are many different modeling functions in R. ![]() The caret package (short for Classification And REgression Training) is a set of functions that attempt to streamline the process for creating predictive models. 22.2 Internal and External Performance Estimates.22 Feature Selection using Simulated Annealing.21.2 Internal and External Performance Estimates.21 Feature Selection using Genetic Algorithms.20.3 Recursive Feature Elimination via caret.20.2 Resampling and External Validation.19 Feature Selection using Univariate Filters.18.1 Models with Built-In Feature Selection.16.6 Neural Networks with a Principal Component Step.16.2 Partial Least Squares Discriminant Analysis. ![]()
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