This is the Linux app named caret whose latest release can be downloaded as caret7.0-1sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
caret
DESCRIPTION:
The caret (Classification And Regression Training) R package streamlines the process of building predictive machine learning models. It provides uniform interfaces for model training, tuning, evaluation, preprocessing, and variable importance. With support for over 200 models, caret is foundational for R workflows in modeling and machine learning.
Features
- Unified interface for training classification and regression models
- Preprocessing (scaling, encoding, imputation) and feature selection
- Hyperparameter tuning via resampling (cross-validation, bootstrap)
- Computation of variable importance metrics
- Visualization helpers (e.g. model performance plots)
- Support for over 200 different model types and extensions
Programming Language
R
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/caret.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.