Strengths supported by sources
- Standardized downloads and loaders lower barriers to repeatable data access.ML-Bioinfo-CEITEC/genomic_benchmarks official source · README: Usage / info and download_dataset; Structure of package
benchmark · suite
Genomic Benchmarks
Genomic Benchmarks packages genomic sequence classification datasets.
At a glance
Explanatory profile: source reviewed · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Dataset collection and utilitiesML-Bioinfo-CEITEC/genomic_benchmarks official source · README: Usage / info and download_dataset; Structure of package |
| Inputs | Versioned genomic sequence datasetsML-Bioinfo-CEITEC/genomic_benchmarks official source · README: Usage / info and download_dataset; Structure of package |
| Outputs and assessment | Sequence-classification predictionsML-Bioinfo-CEITEC/genomic_benchmarks official source · README: Usage / info and download_dataset; Structure of package |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Splits | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
How it works
Conceptual overview of the cited procedure; consult the pinned source for executable settings.
Read the diagram as text
- Choose dataset version
- Load train and test sequences
- Train classifier
- Score test predictions
Procedure
Download a named and versioned dataset, retain its released training and test folders, then train and assess a classifier. Dataset metadata describe class labels and sequence properties.
ML-Bioinfo-CEITEC/genomic_benchmarks official source · README: Usage / info and download_dataset; Structure of packageTested models and results
Release 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.
No evaluations linked in this release.
Strengths and limitations
Limitations and conditions
- A dataset collection does not enforce one model-fitting or validation protocol; record those choices separately.ML-Bioinfo-CEITEC/genomic_benchmarks official source · README: Usage / info and download_dataset; Structure of package
Profile review details
Primary-source description checked by an automated research assistant. This is a profile review, not an independent execution or numerical reproduction.
Stable record: discovery-benchmark-genomic-benchmarksApplicable tests and references
Applicability is distinct from a completed evaluation.
- k-mer ridge regression · proposed
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- ML-Bioinfo-CEITEC/genomic_benchmarks official source · Original source · 605d8539830e16c85abe7826990958303ffc5e1c
Technical metadata and extraction receipts
Stable ID: discovery-benchmark-genomic-benchmarks
- areas
- genomics
- entity level
- suite
- missing metadata
- dataset release: unextracted; metric implementation: unextracted; split manifest: unextracted; version: unextracted
- scope note
- Specialist molecular or omics evaluation; protocol details require review before numerical comparison.
- task
- Genomic sequence classification
- version
- Not reported
Related records
- applicable to: k-mer ridge regression