Classification Performance on a 10% Sample of Today's Headlines

Yumin Yan published classification performance results on a 10% sample of the Today's Headlines dataset on May 27, 2026. The dataset is a 5.5 KB Excel file hosted on figshare under a CC-BY-4.0 license.

Use Cases

• Benchmark classification algorithms based on performance metrics
• Compare model results against a baseline on a news headline subset
• Validate classification techniques on a small-scale text dataset

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• License is permissive (CC-BY-4.0), allowing for broad reuse.

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 2026-05-27 17:28:34; freshness should be verified.