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feat: add eval module (hit@k, confusion matrix) [Fixes #21] + 4 species packs#332

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feat: add eval module (hit@k, confusion matrix) [Fixes #21] + 4 species packs#332
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@fitzerooqq fitzerooqq commented Jul 19, 2026

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Changes\n\n### #21 [50 MRG] - Eval module\n- New src/plantguide/eval/ package\n- hit_at_k(): compute hit@k across samples\n- confusion_matrix(): expected vs predicted confusion\n- eval_report(): human-readable report\n- Comprehensive tests\n\n### Species packs (25 MRG each)\n- #38 Gollum Jade (crassula_ovata_gollum)\n- #40 Burro's Tail (sedum_morganianum)\n- #42 Ladyfinger Cactus (mammillaria_elongata)\n- #43 Christmas Cactus (schlumbergera_truncata)\n\nEach includes: species JSON, observation sample, care card.\n\nFixes #21, Fixes #38, Fixes #40, Fixes #42, Fixes #43

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feat: add eval module (hit@k, confusion matrix) + 4 species packs - I…
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…mplements mergeos-bounties#21: Metrics: top-k accuracy, confusion between similar species - Species packs: Christmas Cactus (mergeos-bounties#43), Ladyfinger Cactus (mergeos-bounties#42),   Gollum Jade (mergeos-bounties#38), Burro's Tail (mergeos-bounties#40) - Adds src/plantguide/eval/ with hit_at_k, confusion_matrix, eval_report - Adds obs_* sample files for each new species - All tests passing
@TUPM96 TUPM96 added star: missing Must follow org AND star mergeos + mergeos-contracts evidence: provided PR includes acceptable visual/media evidence labels Jul 19, 2026
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TUPM96 commented Jul 19, 2026

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@fitzerooqq Gate 1 (badges) blocked on mergeos-bounties/PlantGuide.

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star / follow missing (core stars + org follow — not only this product repo)
evidence provided

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Follow the org

Star both core repos

Policy: bounty Gate 1 requires all of:

  1. Follow https://github.com/mergeos-bounties
  2. Star https://github.com/mergeos-bounties/mergeos
  3. Star https://github.com/mergeos-bounties/mergeos-contracts

Starring only mergeos-bounties/PlantGuide (or any single product) is not enough.

Order: badges → security → tests → merge.

Please complete the checklist above, attach evidence if needed, then comment when ready.

@TUPM96 TUPM96 added star: verified Follow mergeos-bounties org + star mergeos + mergeos-contracts security: reviewed Maintainer security review passed and removed star: missing Must follow org AND star mergeos + mergeos-contracts labels Jul 19, 2026
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TUPM96 commented Jul 19, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

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@TUPM96

TUPM96 commented Jul 19, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

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TUPM96 commented Jul 20, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

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TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 21, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

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TUPM96 commented Jul 22, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

@TUPM96

TUPM96 commented Jul 22, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

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TUPM96 commented Jul 22, 2026

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@fitzerooqq PR is CONFLICTING against default branch. Rebase onto latest default branch, resolve, push.

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