mdatools (version 0.5.3)

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: ll{ 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 }