GAMETES Epistasis 2-Way 20 Attributes 0.4H EDM-1 1

A release from the GAMETES repository for generating epistasis models. The specific configuration is a 2-way epistasis model with 20 attributes and a heritability of 0.4. Details on row count, columns, and sample data are unavailable.

Use Cases

• Simulate and analyze 2-way epistatic interactions using the 20 attributes defined in the model name.
• Benchmark feature selection algorithms on synthetic genetic data with a specified 0.4 heritability.
• Test machine learning methods for detecting epistasis in datasets with a known interaction structure.

Strengths

• Dataset is part of the established GAMETES suite for epistasis simulation.
• Model parameters like 2-way interaction and 20 attributes are explicitly defined in the title.

Limitations

• No sample data, column information, or row count is provided to assess scale or structure.
• The dataset's specific application and generation method are not described.
• Lack of metadata prevents evaluation of data quality, completeness, or potential biases.

Provenance

Source

openml