tidyfit0.7.4 package

Classification on tidy data

Extract coefficients from a tidyfit.models frame

Adaptive Lasso regression or classification for tidyfit

ANOVA for tidyfit

Bayesian generalized linear regression for tidyfit

Bayesian Lasso regression for tidyfit

Bayesian model averaging for tidyfit

Gradient boosting regression for tidyfit

Bayesian ridge regression for tidyfit

Pearson's Chi-squared test for tidyfit

Pearson's correlation for tidyfit

ElasticNet regression or classification for tidyfit

Genetic algorithm with linear regression fitness evaluator for `tidyfi...

General-to-specific regression for tidyfit

Generalized linear regression for tidyfit

Generalized linear mixed-effects model for tidyfit

Grouped Lasso regression and classification for tidyfit

Hierarchical feature regression for tidyfit

Lasso regression and classification for tidyfit

Linear regression for tidyfit

Minimum redundancy, maximum relevance feature selection for tidyfit

Markov-Switching Regression for tidyfit

Neural Network regression for tidyfit

Principal Components Regression for tidyfit

Partial Least Squares Regression for tidyfit

Quantile regression forest for tidyfit

Quantile regression for tidyfit

ReliefF and RReliefF feature selection algorithm for tidyfit

Random Forest regression or classification for tidyfit

Ridge regression and classification for tidyfit

Robust regression for tidyfit

Bayesian Spike and Slab regression or classification for tidyfit

Best subset regression and classification for tidyfit

Support vector regression or classification for tidyfit

Bayesian Time-Varying Regression for tidyfit

An interface for variable importance measures for a fitted tidyfit.mod...

An interface for variable importance measures for a fitted tidyfit.mod...

Obtain fitted values from models in a tidyfit.models frame

Get a fitted model from a tidyfit.models frame

Get a tidyFit model from a tidyfit.models frame

Generic model wrapper for tidyfit

Predict using a tidyfit.models frame

Linear regression on tidy data

Obtain residuals from models in a tidyfit.models frame