Performance Metrics for Data Resampling Methods in Pharmacokinetic Case 6

Performance metrics for various data resampling methods applied to a specific pharmacokinetic case study. The dataset contains R², MAE, RMSE, and EVS scores for Case 6 where the administration route is intravenous (IV). It is a 5.5 KB Excel file authored by Remya Ampadi Ramachandran and last updated on May 6, 2026.

Use Cases

• Compare the effectiveness of different data resampling methods based on the reported R², MAE, RMSE, and EVS scores.
• Benchmark new resampling algorithms against established methods using the provided performance metrics.
• Analyze the impact of resampling on model stability and prediction error for a specific pharmacokinetic scenario (IV route).

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Provides four distinct performance metrics (R², MAE, RMSE, EVS) for comparative analysis.
• Released under a permissive CC-BY-4.0 license, allowing for broad reuse.

Limitations

• Row count and specific column definitions are unknown, limiting suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• Scope is narrow, focused on a single case study (Case 6, Route=IV), which may limit generalizability.

Provenance

Source

figshare

Collection Method

Likely contains calculated performance metrics from a modeling experiment.

Time Range

Publication date suggests work was current as of 2026.

Freshness

Last updated 2026-05-06 17:35:12; freshness should be verified.

Geography

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