tidyfit
Regularized Linear Modeling with Tidy Data
An extension to the 'R' tidy data environment for automated machine learning. The package allows fitting and cross validation of linear regression and classification algorithms on grouped data.
- Version0.7.2
- R version≥ 3.5
- LicenseGPL-3
- Needs compilation?No
- Last release10/03/2024
Documentation
- VignetteAccessing Fitted Model Objects
- VignetteFlowchart
- VignettePredicting Boston House Prices
- VignetteBootstrapping Confidence Intervals
- VignetteFeature Selection
- VignetteMultinomial Classification
- VignetteRolling Window Time Series Regression
- VignetteTime-varying parameters vs. rolling windows
- MaterialREADME
- MaterialNEWS
Team
Johann Pfitzinger
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- Imports16 packages
- Suggests34 packages