Species Variables Selected by Variance Inflation Factor (VIF)

A dataset listing variables for species selected using the Variance Inflation Factor (VIF) method. Daryl Cruz created this dataset, which was last updated on May 22, 2026. The data is stored in a 15.0 KB CSV file.

Use Cases

• Training a regression model using features pre-filtered for low multicollinearity.
• Benchmarking feature selection methods by comparing VIF results with other techniques.
• Analyzing the relationship between species characteristics based on a reduced set of independent variables.

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting sharing and adaptation.
• File size is small (15.0 KB), enabling quick download and inspection.

Limitations

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

Provenance

Source

Daryl Cruz via figshare

Collection Method

Variables selected by the Variance Inflation Factor (VIF) method.

Freshness

Last updated 2026-05-22 18:10:28; freshness should be verified.