Training vs Validation Metrics Summary from a Research Figure

9.5 KB of tabular data summarizing training and validation metrics extracted from a specific figure in a published research article. The dataset, authored by Vaskor Mostafa, was last updated on May 22, 2026, and is shared under a CC-BY-4.0 license. It provides a compact, structured comparison of model performance metrics.

Use Cases

• Compare training and validation performance trends based on the extracted metric values.
• Replicate model evaluation analysis from the source research paper.
• Benchmark machine learning model performance using the reported metrics.
• Visualize the relationship between training and validation data performance.

Strengths

• Data is directly sourced from a published research figure, providing traceability.
• Small file size (9.5 KB) ensures quick download and processing.
• Explicitly licensed under CC-BY-4.0 for open reuse.

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

Values obtained from Figure 5 of a PLOS ONE article (DOI: 10.1371/journal.pone.0349501).

Collection Method

Extracted from a published research figure.

Time Range

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Freshness

Last updated 2026-05-22 18:00:32; freshness should be verified.

Geography

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