zeitzeigerFitCv: Fit a periodic spline for each feature on cross-validation

Description Usage Arguments Value See Also

View source: R/zeitzeiger_cv.R

Description

zeitzeigerFitCv calls zeitzeigerFit for each fold of cross-validation. By default, if a parallel backend is registered, this function processes the folds in parallel.

Usage

1
zeitzeigerFitCv(x, time, foldid, nKnots = 3)

Arguments

x

Matrix of measurements, with observations in rows and features in columns.

time

Vector of values of the periodic variable for the observations, where 0 corresponds to the lowest possible value and 1 corresponds to the highest possible value.

foldid

Vector of values indicating which fold each observation is in.

nKnots

Number of internal knots to use for the periodic smoothing spline.

Value

A list consisting of the result from zeitzeigerFit for each fold.

See Also

zeitzeigerFit, zeitzeigerSpcCv, zeitzeigerPredictCv


jakejh/zeitzeiger documentation built on Nov. 22, 2018, 6:53 a.m.