read_data: Read UCI or Physionet 2012 Challenge Data

In DavidKLim/NIMIWAE: Non-Ignorably Missing Importance Weighted Autoencoder

Read UCI or Physionet 2012 Challenge Data

Description

Read UCI or Physionet 2012 Challenge Data

Usage

read_data(
  dataset = c("Physionet_mean", "Physionet_all", "HEPMASS", "POWER", "GAS", "IRIS",
    "RED", "WHITE", "YEAST", "BREAST", "CONCRETE", "BANKNOTE"),
  ratio = c(6, 2, 2),
  g_seed = 333
)

Arguments

dataset	String for name of dataset. Valid datasets: "BANKNOTE","....".
ratio	Train-valid-test ratio for splitting of observations
g_seed	Seed for train-valid-test dataset splitting of observations

Value

list of objects: data (N x P matrix), classes (subgroups of observations), params (those used for simulating data), and g (partitioning of data into train-valid-test sets)

Author(s)

David K. Lim, [e-mail]

References

https://github.com/DavidKLim/NIMIWAE

Examples

read_data(dataset = "BANKNOTE")

DavidKLim/NIMIWAE documentation built on Jan. 19, 2024, 11:18 p.m.