Genomic Benchmarks evaluation of Baseline CNN (TensorFlow) on human_ocr_ensembl, F1 score, scored with F1 score.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Baseline CNN (TensorFlow) | Task: Genomic Benchmarks HUMAN-OCR-ENSEMBL-F1: human_ocr_ensembl, F1 score Dataset subset: human_ocr_ensembl (Genomic Benchmarks split) | 72% F1 (binary, positive class) percent · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBaseline CNN (TensorFlow) on Genomic Benchmarks HUMAN-OCR-ENSEMBL-F1: human_ocr_ensembl, F1 score The paper's own three-layer convolutional baseline, trained on each dataset's training split and scored on its test split. Architecture is in Table 1. Aggregation: Not reported Genomic benchmarks: a collection of datasets for genomic sequence classification · Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) |
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The paper's own three-layer convolutional baseline, trained on each dataset's training split and scored on its test split. Architecture is in Table 1.
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12 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation F1 score Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 genomic-benchmarks-task-human-ocr-ensembl-f1 Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Evaluation group id evaluation-group-genomic-benchmarks-table-2-baseline-cnn-tensorflow-human-ocr-ensembl Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Evaluation group name Baseline CNN (TensorFlow) · human_ocr_ensembl Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 The paper's own three-layer convolutional baseline, trained on each dataset's training split and scored on its test split. Architecture is in Table 1. Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 Genomic Benchmarks evaluation of Baseline CNN (TensorFlow) on human_ocr_ensembl, F1 score, scored with F1 score. Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 genomic-benchmarks-task-human-ocr-ensembl-f1 Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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 genomic-benchmarks-dataset-human-ocr-ensembl Context-only references | Genomic benchmarks: a collection of datasets for genomic sequence classification Table 2, row(human_ocr_ensembl), column(Baseline CNN (TensorFlow) F1 score) Version: PMC10150520 | 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: genomic-benchmarks-evaluation-baseline-cnn-tensorflow-human-ocr-ensembl-f1