compute_descriptive_table: AutoScore function: Descriptive Analysis

In AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator

AutoScore function: Descriptive Analysis

Description

Compute descriptive table (usually Table 1 in the medical literature) for the dataset.

Usage

compute_descriptive_table(df, ...)

Arguments

df	data frame after checking and fulfilling the requirement of AutoScore
...	additional parameters to pass to print.TableOne and kable.

Value

No return value and the result of the descriptive analysis will be printed out.

Examples

data("sample_data")
names(sample_data)[names(sample_data) == "Mortality_inpatient"] <- "label"
compute_descriptive_table(sample_data)
# Report median and IQR (instead of default mean and SD) for Age, and add a
# caption to printed table:
compute_descriptive_table(sample_data, nonnormal = "Age",
                          caption = "Table 1. Patient characteristics")

AutoScore documentation built on Oct. 16, 2022, 1:06 a.m.