plotCVThesisData: Plot a CV scheme for the data used in the thesis

In digiYozhik/msc_thesis: Functions to support master thesis

Description

Plot a CV scheme for the data used in the thesis

Usage

plotCVThesisData(data, scheme, title = "CV scheme")

Arguments

data	a data frame with at least the following information: GERMPLASM: Name of then entries. LOCATION: Name of the geographic locations of the multi-field trial. ROW: Name of then rows RANGE: Name of then ranges
scheme	data frame output from the crossValidate function which was based on a user decided sampling strategy to use in the cross-validation.
title	character defining the title of the plot

Value

plot based on the ggplot package which shows the splitting of the training and validation sets for the first replication. Further, the plot is split by the levels of the chosen factor, which is generally the location.

Author(s)

Ruud Derijcker

Examples

data(P)
scheme1 <- crossValidate(x=P, id="GERMPLASM", factor="LOCATION",
                        k=5, replication=3, seed=NULL, exclusive=TRUE,
                        sampling="incompleteTrial",verbose=TRUE)
plotCVThesisData(P, scheme1, "CV scheme 'incompleteTrial' on thesis data set")

digiYozhik/msc_thesis documentation built on May 14, 2019, 5:16 p.m.