earth: Multivariate Adaptive Regression Splines

Canonical link: https://scholar.rpkg.net/pkg/earth

Stephen Milborrow. Derived from mda:mars by Trevor Hastie and • Rob Tibshirani. Uses Alan Miller's Fortran utilities • with Thomas Lumley's leaps wrapper. • View description and downloads View dependencies GitHub project

2007 Published

5.3.3 Version

0 Citations

3 Authors

Referenced by ⇅	Year
modeltime.ensemble: Ensemble Algorithms for Time Series Forecasting with Modeltime (Version 1.0.3)	2020
sknifedatar: Swiss Knife of Data (Version 0.1.2)	2021
prediction: Tidy, Type-Safe 'prediction()' Methods (Version 0.3.17)	2016
mlr: Machine Learning in R (Version 2.19.1)	2013
mlrMBO: Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions (Version 1.1.5.1)	2017
BiodiversityR: Package for Community Ecology and Suitability Analysis (Version 2.16-1)	2007
CEEMDANML: CEEMDAN Decomposition Based Hybrid Machine Learning Models (Version 0.1.0)	2023
CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures (Version 0.4.2)	2021
IRon: Solving Imbalanced Regression Tasks (Version 0.1.4)	2022
LDLcalc: Calculate and Predict the Low Density Lipoprotein Values (Version 2.1)	2021
MARSANNhybrid: MARS Based ANN Hybrid Model (Version 0.1.0)	2021
MARSGWR: A Hybrid Spatial Model for Capturing Spatially Varying Relationships Between Variables in the Data (Version 0.1.0)	2023
MARSSVRhybrid: MARS SVR Hybrid (Version 0.1.0)	2021
MachineShop: Machine Learning Models and Tools (Version 3.7.0)	2018
SSDM: Stacked Species Distribution Modelling (Version 0.2.9)	2016
SuperLearner: Super Learner Prediction (Version 2.0-29)	2011
WaveletML: Wavelet Decomposition Based Hybrid Machine Learning Models (Version 0.1.0)	2023
baguette: Efficient Model Functions for Bagging (Version 1.0.2)	2020
binst: Data Preprocessing, Binning for Classification and Regression (Version 0.2.1)	2016
biomod2: Ensemble Platform for Species Distribution Modeling (Version 4.2-4)	2012
bujar: Buckley-James Regression for Survival Data with High-Dimensional Covariates (Version 0.2-11)	2014
butcher: Model Butcher (Version 0.3.4)	2019
caret: Classification and Regression Training (Version 6.0-94)	2007
cmaRs: Implementation of the Conic Multivariate Adaptive Regression Splines in R (Version 0.1.3)	2021
discrim: Model Wrappers for Discriminant Analysis (Version 1.0.1)	2019
easyalluvial: Generate Alluvial Plots with a Single Line of Code (Version 0.3.2)	2018
eclust: Environment Based Clustering for Interpretable Predictive Models in High Dimensional Data (Version 0.1.0)	2017
ecm: Build Error Correction Models (Version 7.2.0)	2016
fastshap: Fast Approximate Shapley Values (Version 0.1.1)	2019
finnts: Microsoft Finance Time Series Forecasting Framework (Version 0.4.0)	2022
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
gbts: Hyperparameter Search for Gradient Boosted Trees (Version 1.2.0)	2016
imputeR: A General Multivariate Imputation Framework (Version 2.2)	2014
invacost: Analyse Biological Invasion Costs with the 'InvaCost' Database (Version 1.1-6)	2020
joinet: Multivariate Elastic Net Regression (Version 0.0.10)	2019
mda: Mixture and Flexible Discriminant Analysis (Version 0.5-4)	1998
moderate.mediation: Causal Moderated Mediation Analysis (Version 0.0.8)	2023
modeltime: The Tidymodels Extension for Time Series Modeling (Version 1.2.8)	2020
nlnet: Nonlinear Network, Clustering, and Variable Selection Based on DCOL (Version 1.4)	2015
parsnip: A Common API to Modeling and Analysis Functions (Version 1.2.1)	2018
pdp: Partial Dependence Plots (Version 0.8.1)	2016
pheble: Classifying High-Dimensional Phenotypes with Ensemble Learning (Version 0.1.0)	2023
plotmo: Plot a Model's Residuals, Response, and Partial Dependence Plots (Version 3.6.3)	2011
pre: Prediction Rule Ensembles (Version 1.0.7)	2016
r2pmml: Convert R Models to PMML (Version 0.27.1)	2019
rbooster: AdaBoost Framework for Any Classifier (Version 1.1.0)	2021
rpart.plot: Plot 'rpart' Models: An Enhanced Version of 'plot.rpart' (Version 3.1.2)	2011
spatialEco: Spatial Analysis and Modelling Utilities (Version 2.0-2)	2015
subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits (Version 0.1.0)	2014
superMICE: SuperLearner Method for MICE (Version 1.1.1)	2022
tehtuner: Fit and Tune Models to Detect Treatment Effect Heterogeneity (Version 0.3.0)	2022
tidypredict: Run Predictions Inside the Database (Version 0.5)	2018
tidysdm: Species Distribution Models with Tidymodels (Version 0.9.4)	2023
tsensembler: Dynamic Ensembles for Time Series Forecasting (Version 0.1.0)	2017
viraldomain: Applicability Domain Methods of Viral Load and CD4 Lymphocytes (Version 0.0.3)	2023
vip: Variable Importance Plots (Version 0.4.1)	2018
viralmodels: Viral Load and CD4 Lymphocytes Regression Models (Version 1.2.0)	2023
viralx: Explainers for Regression Models in HIV Research (Version 1.3.0)	2023
voi: Expected Value of Information (Version 1.0.2)	2023

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