<p>Additional adjustable logical constraints and numerical stability techniques applied to

5.5 KB of data in XLS format, authored by Bradley Mason and last updated on 2026-05-29. The dataset likely contains parameters and constraints related to the μ, σ, α, and β distribution parameters used during the expectation-maximization algorithm.

Use Cases

• Testing numerical stability techniques based on the described constraints applied to distribution parameters.
• Benchmarking expectation-maximization algorithm variants based on the adjustable logical constraints mentioned.
• Analyzing the impact of parameter constraints on algorithm convergence based on the described μ, σ, α, and β parameters.

Strengths

• File size is precisely 5.5 KB, indicating a small, focused dataset.
• Has a specific Creative Commons license (CC-BY-4.0) for clear reuse.
• Last update timestamp is precisely documented as 2026-05-29 17:44:25.

Limitations

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

Provenance

Source

figshare

Freshness

Last updated 2026-05-29 17:44:25; freshness should be verified.