regres {mdatools}

Regression results

Description

Class for storing and visualisation of regression predictions

Usage

regres(y.pred, y.ref = NULL, ncomp.selected = 1)

Arguments

y.pred

vector or matrix with y predicted values

y.ref

vector with reference (measured) y values

ncomp.selected

if y.pred calculated for different components, which to use as default

Value

a list (object of regres class) with fields, including:

y.pred	a matrix with predicted values
y.ref	a vector with reference (measured) values
ncomp.selected	selected column/number of components for predictions
rmse	root mean squared error for predicted vs measured values
slope	slope for predicted vs measured values
r2	coefficient of determination for predicted vs measured values
bias	bias for predicted vs measured values
rpd	RPD values