Package index • roadrunner

MARS: ares()

Fast MARS with GCV / CV pruning, autotune, bagging, weights, families, and prediction intervals.

ares(): Fast Multivariate Adaptive Regression Splines
predict(<ares>): Predictions from an ares fit
print(<ares>): Print method for ares fits
summary(<ares>) print(<summary.ares>): Summary method for ares fits
plot(<ares>): Diagnostic plots for an ares fit

KRLS: krls()

Kernel Regularized Least Squares with closed-form LOO lambda selection and marginal effects.

krls() predict(<krls_rr>): Kernel Regularized Least Squares
plot(<krls_rr>): Diagnostic plot for KRLS fits
get_landmarks(): Extract landmark coordinates from a Nystrom krls fit

Package

roadrunner roadrunner-package: roadrunner: Fast, Low-Dependency Machine Learning Algorithms