Model Training Feature Descriptions and References

A documentation file listing and describing all features used to train a machine learning model. The 10.8 KB XLSX file was authored by Francois D. Rouleau and last updated on May 27, 2026. It is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Reviewing feature definitions for model reproducibility based on the described features.
• Understanding the data sources and transformations used in model training based on the feature references.
• Auditing the feature set for potential bias or data leakage based on the documented feature descriptions.

Strengths

• The dataset is small (10.8 KB), ensuring quick download and inspection.
• It provides explicit documentation for features used in model training, as stated in the description.
• It has a clear open license (CC-BY-4.0) permitting reuse.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-05-27 17:44:17; freshness should be verified