Resource Consumption Metrics for Supervised Learning Models

Resource consumption of different supervised learning models. The 5.5 KB Excel file, authored by Mubtasim Kamal Dihan and last updated in April 2026, likely contains comparative metrics for computational efficiency.

Use Cases

• Benchmarking model efficiency based on resource consumption metrics
• Selecting models for resource-constrained environments based on comparative data
• Analyzing trade-offs between model performance and computational cost

Strengths

• File size is precisely 5.5 KB, indicating a compact and focused dataset.
• Released under a permissive CC-BY-4.0 license for open use.
• Has a specific last update timestamp of 2026-04-13 17:34:27.

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

Mubtasim Kamal Dihan via figshare

Collection Method

Method of data gathering is not described.

Time Range

Temporal coverage is not specified.

Freshness

Last updated 2026-04-13 17:34:27; freshness should be verified.

Geography

Spatial coverage is not specified.