Model Predictive Performance from a Classification Stage by Different Algorithms

A 5.5 KB Excel file uploaded by Kehe Zhang on April 9, 2026. The dataset contains performance metrics from a stage-one classification model, comparing results from different machine learning algorithms. It is shared under a CC-BY 4.0 license on the figshare platform.

Use Cases

• Compare the predictive performance of different machine learning algorithms based on the reported metrics.
• Benchmark a new classification model against the results from the stage-one model.
• Analyze the trade-offs between different performance metrics for classification tasks.

Strengths

• Explicitly licensed for reuse under CC-BY 4.0.
• Small file size (5.5 KB) facilitates quick download and inspection.

Limitations

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

Provenance

Source

figshare

Collection Method

Likely contains results from a computational experiment or model evaluation.

Time Range

The dataset's temporal coverage is not specified.

Freshness

Last updated 2026-04-09 17:29:26; freshness should be verified.

Geography

The dataset's geographic coverage is not specified.