Model Performance Comparison for a 2M Dataset Size

K. Sasikumar's dataset compares the performance of various models, with results calculated for a dataset size of 2 million records. The data is stored in an XLS file and was last updated on May 26, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Benchmarking model accuracy based on the reported performance metrics.
• Comparing computational efficiency of different models for a 2M record dataset.
• Selecting a model for deployment based on a direct performance comparison.

Strengths

• Results are calculated for a specific, large dataset size of 2 million records.
• The dataset is small (5.5 KB), making it quick to download and inspect.

Limitations

• The specific performance metrics, model names, and column definitions are not provided in the metadata.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

K. Sasikumar via figshare

Freshness

Last updated 2026-05-26 17:44:51; freshness should be verified.