summary.payoffs {qvirus} | R Documentation |
Summarize Payoffs
Description
This function summarizes the payoffs object by classification.
Usage
## S3 method for class 'payoffs'
summary(object, ...)
Arguments
object |
A payoffs object. |
... |
Additional arguments (not used). |
Value
A tibble summarizing the estimated payoffs.
Examples
## Not run:
library(dplyr)
library(earth)
library(baguette)
library(rules)
library(kknn)
library(viralmodels)
# Load required data
data(vl_3)
data(cd_3)
# Create interaction object and classification
interaction_obj <- create_interactions(cd_3[,-1], vl_3[,-1])
class_obj <- InteractionClassification(interaction_obj$vlogs_diff, interaction_obj$cds_diff)
# Prepare predictions
traindata <- interaction_obj[c(2, 5)] |> as_tibble()
target <- "vlogs_diff"
predictions_df <- viralpreds(target, 2, 1, 2, 123, traindata)
# Estimate payoffs
payoffs_results <- estimate_payoffs(class_obj, predictions_df)
summary(payoffs_results)
## End(Not run)
[Package qvirus version 0.0.3 Index]