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Supported Models and recipes steps

The supported methods currently all come from tidypredict right now.

Supported models

This table doesn’t exhaustively list fully unsupported models. Please file an issue to add model to table.

Supported Prediction Types
Model
Regression
Classification
parsnip engine numeric class prob
boost_tree() "xgboost"
cubist_rules() "Cubist"
decision_tree() "partykit"
linear_reg() "lm"
linear_reg() "glmnet"
logistic_reg() "glm"
logistic_reg() "glmnet"
mars() "earth"
naive_Bayes() "naivebayes"
nearest_neighbor() any
rand_forest() "randomForest"
rand_forest() "ranger"
✅: Supported
❌: Cannot be supported
⚪: Not yet supported

Recipes steps

The following 46 recipes steps are supported

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.