Optimal Configurations for Balanced and Oversampled Datasets

A small dataset of 5.5 KB containing optimal configurations for balanced and oversampled datasets. It was authored by Md. Shahidul Islam and last updated on June 2, 2026. The data is provided in an XLS file format under a CC-BY-4.0 license.

Use Cases

• Benchmarking oversampling techniques based on the provided optimal configurations.
• Training models on pre-configured balanced datasets to compare performance.
• Analyzing the relationship between dataset configuration and model outcomes.

Strengths

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

Limitations

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

Provenance

Source

Md. Shahidul Islam via figshare

Freshness

Last updated 2026-06-02 17:23:43; freshness should be verified.