2. Currently Supported Models

Current Models

The currently supported models deal with regression and classification. This page will list them.

.parsnip_eng	.parsnip_fns	Working	Package
earth	bag_mars	Yes	`earth`
rpart	bag_tree	Yes	`rpart`
dbarts	bart	Yes	`dbarts`
lightgbm	boost_tree	Yes	`lightgbm`
xgboost	boost_tree	Yes	`xgboost`
Cubist	cubist_rules	Yes	`Cubist`
partykit	decision_tree	Yes	`partykit`
rpart	decision_tree	Yes	`rpart`
mgcv	gen_additive_mod	No see roadmap	`mgcv`
brulee	linear_reg	No see roadmap	`brulee`
gee	linear_reg	Yes	`multilevelmod`
glm	linear_reg	Yes	`stats`
glmer	linear_reg	No see roadmap	`multilevelmod`
glmnet	linear_reg	No see roadmap	`glmnet`
gls	linear_reg	Yes	`multilevelmod`
lm	linear_reg	Yes	`stats`
lme	linear_reg	No see roadmap	`multilevelmod`
lmer	linear_reg	No see roadmap	`multilevelmod`
stan	linear_reg	Yes	`rstan`
stan_glmer	linear_reg	No see roadmap	`multilevelmod`
earth	mars	Yes	`earth`
brulee	mlp	No see roadmap	`brulee`
nnet	mlp	Yes	`nnet`
kknn	nearest_neighbor	Yes	`kknn`
gee	poisson_reg	No see roadmap	`multilevelmod`
glm	poisson_reg	Yes	`poissonreg`
glmer	poisson_reg	No see roadmap	`multilevelmod`
glmnet	poisson_reg	No see roadmap	`poissonreg`
hurdle	poisson_reg	No see roadmap	`poissonreg`
stan	poisson_reg	No see roadmap	`poissonreg`
stan_glmer	poisson_reg	No see roadmap	`multilevelmod`
zeroinfl	poisson_reg	No see roadmap	`poissonreg`
randomForest	rand_forest	Yes	`randomForest`
ranger	rand_forest	Yes	`ranger`
xrf	rule_fit	Yes	`xrf`
LiblineaR	svm_linear	Yes	`LiblineaR`
kernlab	svm_linear	Yes	`kernlab`
kernlab	svm_poly	Yes	`kernlab`
kernlab	svm_rbf	Yes	`kernlab`

.parsnip_fns	.parsnip_eng	Working	Package
bag_mars	earth	Yes	`earth`
discrim_flexible	dbarts	Yes	`earth`
discrim_linear	mda	Yes	`mda`
discrim_linear	sda	No see roadmap	`sda`
discrim_linear	sparsediscrim	No see roadmap	`sparsediscrim`
discrim_linear	MASS	Yes	`discrim`
discrim_quad	MASS	Yes	`discrim`
discrim_quad	sparsediscrim	No see roadmap	`sparsediscrim`
discrim_regularized	klaR	Yes	`klaR`
gen_additive_mod	mgcv	No see roadmap	`mgcv`
logistic_reg	brulee	No see roadmap	`brulee`
logistic_reg	gee	No see roadmap	`multilevelmod`
logistic_reg	glm	Yes	`stats`
logistic_reg	glmer	No see roadmap	`multilevelmod`
logistic_reg	glmnet	No see roadmap	`glmnet`
logistic_reg	LiblineaR	No see roadmap	`LiblineaR`
mars	earth	Yes	`earth`
mlp	brulee	No see roadmap	`brulee`
mlp	nnet	Yes	`nnet`
multinom_reg	brulee	No see roadmap	`brulee`
multinom_reg	glmnet	No see roadmap	`glmnet`
multinom_reg	nnet	Yes	`nnet`
naive_Bayes	klaR	Yes	`klaR`
nearest_neighbor	kknn	Yes	`kknn`
rule_fit	xrf	Yes	`xrf`
svm_linear	kernlab	Yes	`kernlab`
svm_linear	LiblineaR	No see roadmap	`LiblineaR`
svm_poly	kernlab	Yes	`kernlab`
svm_rbf	kernlab	Yes	`kernlab`
svm_rbf	liquidSVM	No see roadmap	`liquidSVM`