simple_domain_plot {viraldomain} | R Documentation |
Create a Simple Domain Plot
Description
This function generates a domain plot for a simple model based on PCA distances of the provided data.
Usage
simple_domain_plot(featured_col, train_data, test_data, treshold_value)
Arguments
featured_col |
Name of the featured column in the training data. |
train_data |
The training data used to fit the model. |
test_data |
The testing domain data used to calculate PCA distances. |
treshold_value |
The threshold for domain applicability scoring. |
Value
A simple damain plot
Examples
set.seed(123)
library(dplyr)
# Specifying featured column
featured_col = "cd_2022"
train_data = viral |>
dplyr::select("cd_2022", "vl_2022")
test_data = sero
treshold_value = 0.99
# Call the function
[Package viraldomain version 0.0.6 Index]