Threshold Values and Action Counts for Ensemble Method Optimization (2M Dataset)

K. Sasikumar published this dataset on figshare in 2026. It contains threshold values and action counts before and after optimization for an ensemble method applied to a 2M dataset. The dataset is small, at 5.5 KB, and is provided in an XLS file format.

Use Cases

• Comparing pre- and post-optimization performance based on threshold values.
• Analyzing the impact of optimization on action counts for ensemble methods.
• Benchmarking ensemble algorithm efficiency using the provided metrics.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, making it quick to download and inspect.

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 2026-05-26 17:44:53; freshness should be verified.