GAMETES_Epistasis_3-Way_20atts_0.2H_EDM-1_1

Serving as from the GAMETES repository, which generates simulated genetic data for studying epistasis. The specific file name suggests it models a 3-way epistatic interaction with 20 attributes and a heritability of 0.2. No row count, column details, or sample data are available.

Use Cases

• Simulate and detect 3-way epistatic genetic interactions using the 20 attributes described in the title
• Benchmark feature selection algorithms on high-dimensional genetic data with known interaction models
• Test machine learning models for predicting complex traits from simulated genotype data with specified heritability (0.2H)

Strengths

• Generated for a specific, defined epistasis model (3-way interaction)
• Includes a known heritability parameter (0.2H) for trait simulation
• Contains a specified number of attributes (20) for analysis

Limitations

• No sample data or column definitions are provided for validation
• The dataset size (rows) and completeness are unknown
• As simulated data, its direct applicability to real-world genetic studies is limited

Provenance

Source

GAMETES (Genetic Architecture Model Emulator for Testing and Evaluating Software) repository

Collection Method

Algorithmically generated simulation for epistasis studies