Australian: Australian

In LFM: Laplace Factor Model Analysis and Evaluation

Australian

Description

This dataset contains information about credit card applications. All attribute names and values have been changed to meaningless symbols to protect confidentiality. The dataset includes a mix of continuous and categorical attributes, with some missing values.

Usage

data(Australian)

Format

A data frame with 690 rows and 15 columns representing different features related to credit card applications.

• A1: Categorical - 0, 1 (formerly: a, b)

• A2: Continuous

• A3: Continuous

• A4: Categorical - 1, 2, 3 (formerly: p, g, gg)

• A5: Categorical - 1 to 14 (formerly: ff, d, i, k, j, aa, m, c, w, e, q, r, cc, x)

• A6: Categorical - 1 to 9 (formerly: ff, dd, j, bb, v, n, o, h, z)

• A7: Continuous

• A8: Categorical - 1, 0 (formerly: t, f)

• A9: Categorical - 1, 0 (formerly: t, f)

• A10: Continuous

• A11: Categorical - 1, 0 (formerly: t, f)

• A12: Categorical - 1, 2, 3 (formerly: s, g, p)

• A13: Continuous

• A14: Continuous

• A15: Class attribute - 1, 2 (formerly: +, -)

Examples

# Load the dataset
data(Australian)

# Print the first few rows of the dataset
print(head(Australian))

LFM documentation built on June 11, 2025, 9:07 a.m.