Open Problems label projection evaluation of K-neighbors classifier (log CP10k) on Label projection on Zebrafish (random split), Accuracy, scored with Accuracy.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: K-neighbors classifier (log CP10k) | Task: Open Problems label projection ZEBRAFISH-RANDOM-ACCURACY: Label projection on Zebrafish (random split), Accuracy Dataset subset: Zebrafish (random split) (Open Problems label projection split) | 0.806 Accuracy fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and source90k cells from zebrafish embryos throughout the first day of development, with and without a knockout of chordin, an important developmental gene. Split into train/test randomly. Dimensions: 26022 cells, 25258 genes. 24 cell types (avg. 1084±1156 cells per cell type). Aggregation: Not reported openproblems-label primary benchmark evidence · results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) |
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90k cells from zebrafish embryos throughout the first day of development, with and without a knockout of chordin, an important developmental gene. Split into train/test randomly. Dimensions: 26022 cells, 25258 genes. 24 cell types (avg. 1084±1156 cells per cell type).
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation Accuracy Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id open-problems-task-zebrafish-random-accuracy Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol 90k cells from zebrafish embryos throughout the first day of development, with and without a knockout of chordin, an important developmental gene. Split into train/test randomly. Dimensions: 26022 cells, 25258 genes. 24 cell types (avg. 1084±1156 cells per cell type). Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description Open Problems label projection evaluation of K-neighbors classifier (log CP10k) on Label projection on Zebrafish (random split), Accuracy, scored with Accuracy. Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: assessment open-problems-task-zebrafish-random-accuracy Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: data open-problems-dataset-zebrafish-random-split Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: system open-problems-method-k-neighbors-classifier-log-cp10k Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name K-neighbors classifier (log CP10k) on Open Problems label projection ZEBRAFISH-RANDOM-ACCURACY: Label projection on Zebrafish (random split), Accuracy Context-only references | openproblems-label primary benchmark evidence results, dataset(zebrafish_random), method(k_neighbors_classifier), paramset(log CP10k), metric(accuracy) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: open-problems-evaluation-k-neighbors-classifier-log-cp10k-zebrafish-random-accuracy