| Configuration: BPNet arch. large | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.57 (± 0.001) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBPNet arch. large on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 2; model BPNet arch. large; column protein coding gene |
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| Configuration: BPNet arch. large | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.29 (± 0.001) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBPNet arch. large on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 2; model BPNet arch. large; column protein coding gene |
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| Configuration: BPNet arch. | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.59 (± 0.001) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBPNet arch. on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 1; model BPNet arch.; column protein coding gene |
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| Configuration: BPNet arch. | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.30 (± 0.001) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBPNet arch. on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 1; model BPNet arch.; column protein coding gene |
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| Configuration: Random-Init (only head) | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.37 (± 0.000) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.000 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRandom-Init (only head) on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 9; model Random-Init (only head); column protein coding gene |
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| Configuration: Random-Init (only head) | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.06 (± 0.000) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.000 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRandom-Init (only head) on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 9; model Random-Init (only head); column protein coding gene |
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| Configuration: Random-Init | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.55 (± 0.003) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.003 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRandom-Init on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 10; model Random-Init; column protein coding gene |
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| Configuration: Random-Init | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.26 (± 0.004) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.004 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRandom-Init on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 10; model Random-Init; column protein coding gene |
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| Configuration: SegmentBorzoi-30kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.86 (± 0.003) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.003 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentBorzoi-30kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 20; model SegmentBorzoi-30kb; column protein coding gene |
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| Configuration: SegmentBorzoi-30kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.65 (± 0.007) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.007 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentBorzoi-30kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 20; model SegmentBorzoi-30kb; column protein coding gene |
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| Configuration: SegmentBorzoi-524kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.98 (± 0.021) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.021 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentBorzoi-524kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 21; model SegmentBorzoi-524kb; column protein coding gene |
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| Configuration: SegmentBorzoi-524kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.88 (± 0.064) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.064 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentBorzoi-524kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 21; model SegmentBorzoi-524kb; column protein coding gene |
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| Configuration: SegmentEnformer-196kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.93 (± 0.009) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.009 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentEnformer-196kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 19; model SegmentEnformer-196kb; column protein coding gene |
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| Configuration: SegmentEnformer-196kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.83 (± 0.018) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.018 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentEnformer-196kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 19; model SegmentEnformer-196kb; column protein coding gene |
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| Configuration: SegmentEnformer-30kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.86 (± 0.005) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.005 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentEnformer-30kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 18; model SegmentEnformer-30kb; column protein coding gene |
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| Configuration: SegmentEnformer-30kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.68 (± 0.009) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.009 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentEnformer-30kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 18; model SegmentEnformer-30kb; column protein coding gene |
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| Configuration: SegmentNT-10kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.83 (± 0.004) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.004 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-10kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 15; model SegmentNT-10kb; column protein coding gene |
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| Configuration: SegmentNT-10kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.58 (± 0.008) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.008 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-10kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 15; model SegmentNT-10kb; column protein coding gene |
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| Configuration: SegmentNT-20kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.86 (± 0.002) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.002 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-20kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 16; model SegmentNT-20kb; column protein coding gene |
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| Configuration: SegmentNT-20kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.66 (± 0.006) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.006 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-20kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 16; model SegmentNT-20kb; column protein coding gene |
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| Configuration: SegmentNT-30kb | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.89 (± 0.001) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-30kb on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 17; model SegmentNT-30kb; column protein coding gene |
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| Configuration: SegmentNT-30kb | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.70 (± 0.003) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.003 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-30kb on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 17; model SegmentNT-30kb; column protein coding gene |
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| Configuration: SegmentNT-3kb (NTv1 human; 2.5B) | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.69 (± 0.001) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-3kb (NTv1 human; 2.5B) on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 12; model SegmentNT-3kb (NTv1 human; 2.5B); column protein coding gene |
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| Configuration: SegmentNT-3kb (NTv1 human; 2.5B) | Protocol: SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.41 (± 0.002) mcc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.002 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-3kb (NTv1 human; 2.5B) on SegmentNT human genome annotation protein coding gene MCC: protein coding gene: per-nucleotide annotation (MCC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 2; PDF page 4 (printed 3); block 2; data row 12; model SegmentNT-3kb (NTv1 human; 2.5B); column protein coding gene |
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| Configuration: SegmentNT-3kb (only head) | Protocol: SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Dataset subset: Human genome protein coding gene test chromosomes 20 and 21 (SegmentNT human genome annotation split) | 0.67 (± 0.001) auprc dimensionless · higher Uncertainty: type: standard_deviation; value: 0.001 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSegmentNT-3kb (only head) on SegmentNT human genome annotation protein coding gene auPRC: protein coding gene: per-nucleotide annotation (auPRC) Test chromosomes 20 and 21; validation chromosome 22; training remaining chromosomes. Test chunks with genes homologous to train/validation genes excluded using Ensembl BioMart accessed 2024-05-08; homologous distal regulatory elements not excluded. Ten test-set samplings with sliding windows beginning at different genomic starting positions. Mean plus reported standard deviation; not ten training seeds. Best validation checkpoint by average MCC across 14 elements. Per-nucleotide predictions pooled across test sequences separately for each genomic element. MCC and auPRC are separate metrics, not cross-element or cross-table pooled comparisons. Aggregation: Not reported SegmentNT supplementary information: complete Tables 2 and 3 · Supplementary Table 3; PDF page 5 (printed 4); block 2; data row 11; model SegmentNT-3kb (only head); column protein coding gene |
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