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split_report_v1.md
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# Split Report v1
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## Split Sizes
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| Split | Genes | Real Genes | Non-targeting |
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|-------|-------|------------|---------------|
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| train | 3592 | 3417 | 175 |
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| val | 690 | 652 | 38 |
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| test | 996 | 959 | 37 |
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## Leakage Checks
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| Check | Result |
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|-------|--------|
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| Gene overlap: train_vs_val | PASS (0 overlap) |
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| Gene overlap: test_vs_train | PASS (0 overlap) |
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| Gene overlap: test_vs_val | PASS (0 overlap) |
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| sgRNA overlap: train_vs_val | 28 shared sequences |
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| sgRNA overlap: test_vs_train | 28 shared sequences |
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| sgRNA overlap: test_vs_val | 8 shared sequences |
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| Image hash: train_vs_val | FAIL (2 duplicates) |
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| Image hash: test_vs_train | FAIL (2 duplicates) |
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| Image hash: test_vs_val | FAIL (1 duplicates) |
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## Cluster Distribution
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- **train**: 222 clusters, 3592 genes with cluster labels
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- **val**: 219 clusters, 690 genes with cluster labels
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- **test**: 222 clusters, 996 genes with cluster labels
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## Phase Distribution
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- **train**: 20,959,750 interphase cells, 566,099 mitotic cells (mitotic fraction: 0.026)
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- **val**: 4,047,916 interphase cells, 110,073 mitotic cells (mitotic fraction: 0.026)
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- **test**: 5,895,609 interphase cells, 158,436 mitotic cells (mitotic fraction: 0.026)
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