earth: Multivariate Adaptive Regression Splines (original) (raw)
Build regression models using the techniques in Friedman's papers "Fast MARS" and "Multivariate Adaptive Regression Splines" <doi:10.1214/aos/1176347963>. (The term "MARS" is trademarked and thus not used in the name of the package.)
| Version: | 5.3.4 |
|---|---|
| Depends: | R (≥ 3.4.0), Formula (≥ 1.2-3), plotmo (≥ 3.6.0) |
| Suggests: | gam (≥ 1.20), mgcv (≥ 1.8-26), mda (≥ 0.5-2), MASS (≥ 7.3-51) |
| Published: | 2024-10-05 |
| DOI: | 10.32614/CRAN.package.earth |
| Author: | Stephen Milborrow [aut, cre], Trevor Hastie [aut], Rob Tibshirani [aut], Alan Miller [ctb], Thomas Lumley [ctb] |
| Maintainer: | Stephen Milborrow |
| License: | GPL-3 |
| URL: | http://www.milbo.users.sonic.net/earth/ |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | Environmetrics, MachineLearning |
| CRAN checks: | earth results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | MARSANNhybrid, MARSSVRhybrid |
|---|---|
| Reverse imports: | BPRMeth, bujar, CEEMDANML, cmaRs, ecm, finnts, gbts, invacost, MARSGWR, moderate.mediation, nlnet, pheble, pre, rbooster, SSDM, tehtuner, tsensembler, viralx, voi, WaveletML |
| Reverse suggests: | baguette, binst, BiodiversityR, biomod2, biotmle, butcher, caret, caretEnsemble, CausalGPS, discrim, easyalluvial, eclust, fastshap, flowml, fscaret, healthyR.ts, imputeR, IRon, joinet, MachineShop, mda, mistyR, mlr, mlrMBO, modeltime, modeltime.ensemble, parsnip, pdp, plotmo, qvirus, r2pmml, rpart.plot, spatialEco, subsemble, SuperLearner, superMICE, tidypredict, tidysdm, viraldomain, viralmodels |
| Reverse enhances: | prediction, vip |
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