In overdodactyl/diagnosticSummary: Diagnostic Summaries

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)

diagnosticSummary

diagnosticSummary is designed to quickly create diagnostic summaries and reports for binary classification data.

Installation

You can install the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("overdodactyl/diagnosticSummary")

Example

library(diagnosticSummary)
# Load sample data
data("dx_heart_failure")
head(dx_heart_failure)

# Create dx object
dx_obj <- dx(
  data = dx_heart_failure,
  true_varname = "truth",
  pred_varname = "predicted",
  outcome_label = "Heart Attack",
  threshold_range = c(.1,.2,.3),
  setthreshold = .3,
  doboot = TRUE,
  bootreps = 1000,
  grouping_variables = c("AgeGroup", "Sex", "AgeSex")
)

summary(dx_obj, variable = "Overall", show_var = F, show_label = F)

overdodactyl/diagnosticSummary documentation built on Jan. 28, 2024, 10:07 a.m.