detectXOR-package {detectXOR}R Documentation

XOR Pattern Detection and Visualization

Description

Provides tools for detecting XOR-like patterns in variable pairs in two-class data sets. Includes visualizations for pattern exploration and reporting capabilities with both text and HTML output formats.

Details

Core Features:

  1. Statistical detection using chi-square tests and Kendall's tau

  2. Spaghetti plots and xy plot for pattern visualization

Main Functions:

Author(s)

Jorn Lotsch <j.lotsch@em.uni-frankfurt.de>

References

Methodological foundations:

See Also

Useful links:

Related packages:

Examples


# Basic workflow with included dataset
data(XOR_data)

# Detect XOR patterns
results <- detect_xor(XOR_data, class_col = "class")

# Generate visualizations
generate_spaghetti_plot_from_results(
  results$results_df,
  XOR_data,
  class_col = "class"
)

generate_xy_plot_from_results(
  results$results_df,
  XOR_data,
  class_col = "class"
)


[Package detectXOR version 0.1.0 Index]