Comparison of Model Evaluation Metrics Based on a Test Set

Lianbin Zhou created a dataset comparing model evaluation metrics based on a test set. The dataset is a 5.5 KB Excel file, last updated on May 27, 2026, and is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Compare classification model performance based on evaluation metrics mentioned in the description.
• Benchmark different algorithms using a common test set as implied by the title.
• Analyze trade-offs between different evaluation metrics for a given model.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Has a clear, permissive license (CC-BY-4.0) for 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

Lianbin Zhou

Freshness

Last updated 2026-05-27 17:40:00; freshness should be verified.