mdatools (version 0.7.0)

regres: 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.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