get_cut_vec: Internal function: Calculate cut_vec from the training set...

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

Internal function: Calculate cut_vec from the training set (AutoScore Module 2)

Description

Internal function: Calculate cut_vec from the training set (AutoScore Module 2)

Usage

get_cut_vec(
  df,
  quantiles = c(0, 0.05, 0.2, 0.8, 0.95, 1),
  max_cluster = 5,
  categorize = "quantile"
)

Arguments

df	training set to be used for calculate the cut vector
quantiles	Predefined quantiles to convert continuous variables to categorical ones. (Default: c(0, 0.05, 0.2, 0.8, 0.95, 1)) Available if categorize = "quantile".
max_cluster	The max number of cluster (Default: 5). Available if categorize = "kmeans".
categorize	Methods for categorize continuous variables. Options include "quantile" or "kmeans" (Default: "quantile").

Value

cut_vec for transform_df_fixed

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