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Performance regression: forest_fire_mapping #623

Description

@github-actions

Scenario: forest_fire_mapping
Definition: https://github.com/ESA-APEx/apex_algorithms/blob/853ad8e8c18416f7fa04f5963ace8b6ad4dee9f7/algorithm_catalog/vito/random_forest_firemapping/benchmark_scenarios/random_forest_firemapping.json
Backend: openeo.dataspace.copernicus.eu
Workflow run: https://github.com/ESA-APEx/apex_algorithms/actions/runs/29728394277

Regression

[forest_fire_mapping] regression in 'costs': actual=101 exceeds upper_limit=86.7912

Summary

current median upper_limit lower_limit nr_observations
101 69 86.7912 51.2088 9

Cost Plot

%%{init: {'theme':'base','themeVariables':{'xyChart':{'plotColorPalette':'#111111,#d32f2f,#f57c00,#1976d2'}}}}%%
xychart-beta
    title "costs trend (forest_fire_mapping)"
    x-axis ["2026-05-09", "2026-05-10", "2026-05-12", "2026-06-03", "2026-06-03", "2026-06-07", "2026-06-11", "2026-06-13", "2026-06-18", "2026-06-20"]
    y-axis "costs" 0 --> 111.1
    line [72, 69, 69, 62, 61, 79, 73, 57, 69, 101 "observed"]
    line [69, 69, 69, 69, 69, 69, 69, 69, 69, 69 "mad"]
    line [86.7912, 86.7912, 86.7912, 86.7912, 86.7912, 86.7912, 86.7912, 86.7912, 86.7912, 86.7912 "mad upper"]
    line [51.2088, 51.2088, 51.2088, 51.2088, 51.2088, 51.2088, 51.2088, 51.2088, 51.2088, 51.2088 "mad lower"]
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Contact

Name Organization Contact
Pratichhya Sharma VITO Contact via VITO (VITO Website, GitHub)

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