Vignettes and other documentation
Vignettes from package 'tidypredict'
tidypredict::C5.0
Decision trees, using C5.0
HTML
source
R code
tidypredict::aorsf
Oblique Random Forest, using aorsf
HTML
source
R code
tidypredict::bagging
bagger models
HTML
source
R code
tidypredict::bart
bart models
HTML
source
R code
tidypredict::cubist
Cubist models
HTML
source
R code
tidypredict::fda
fda models
HTML
source
R code
tidypredict::float-precision
Float precision at split boundaries
HTML
source
tidypredict::glm
Generalized Linear Regression
HTML
source
R code
tidypredict::glmnet
glmnet models
HTML
source
R code
tidypredict::h2o
Gradient boosting, using H2O
HTML
source
R code
tidypredict::ksvm
Support vector machines, using kernlab
HTML
source
R code
tidypredict::lda
lda models
HTML
source
R code
tidypredict::lightgbm
LightGBM models
HTML
source
R code
tidypredict::lm
Linear Regression
HTML
source
R code
tidypredict::mars
MARS models via the `earth` package
HTML
source
R code
tidypredict::mboost
Model-based boosting, using mboost
HTML
source
R code
tidypredict::mixOmics
mixOmics PLS models
HTML
source
R code
tidypredict::models
Supported models
HTML
source
tidypredict::multinom
multinom models
HTML
source
R code
tidypredict::naivebayes
NaiveBayes models
HTML
source
R code
tidypredict::nnet
nnet models
HTML
source
R code
tidypredict::non-r
Non-R Models
HTML
source
R code
tidypredict::nullmodel
nullmodel models
HTML
source
R code
tidypredict::partykit
Random Forest - partykit
HTML
source
R code
tidypredict::qda
qda models
HTML
source
R code
tidypredict::ranger
Random Forest, using Ranger
HTML
source
R code
tidypredict::regression
Create a regression spec - version 2
HTML
source
R code
tidypredict::rf
Random Forest
HTML
source
R code
tidypredict::rpart
Decision trees, using rpart
HTML
source
R code
tidypredict::save
Save and re-load models
HTML
source
R code
tidypredict::sda
sda models
HTML
source
R code
tidypredict::sparsediscrim
sparsediscrim models
HTML
source
R code
tidypredict::sql
Database write-back
HTML
source
R code
tidypredict::tree-internals
How tidypredict generates tree formulas
HTML
source
R code
tidypredict::tree
Create a tree spec - version 2
HTML
source
R code
tidypredict::xgboost
XGBoost models
HTML
source
R code
tidypredict::xrf
RuleFit, using xrf
HTML
source
R code