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]