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evo-mars-pareto-output

Computes Pareto frontier from grid search results (maximize F1, minimize delta) and writes formatted CSV output.

tasks-evolved/mars-clouds-clustering/environment/skills/evo-mars-pareto-output/SKILL.md

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Sep 10, 2026
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# evo-mars-pareto-output

Pareto frontier computation and formatted CSV output.

## Key Functions

- `compute_pareto_frontier(results_df)` - Find Pareto-optimal points (max F1, min delta)
- `format_and_save_pareto_csv(pareto_df, output_path)` - Format and save to CSV

## Usage

```python
import sys
sys.path.insert(0, '/app/environment/skills/evo-mars-pareto-output/scripts')