evaluation · needs review
NCD-gzip: CAMI II superkingdom read classification
Evaluation procedure
Superkingdom-level macro-averaged F1; NCD assigns every read.
- Model
- NCD-gzip
- Benchmark
- CAMI II superkingdom read classification
- Dataset
- CAMI II Sample_0 10,000-read subsample
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- Not reported
- dataset version
- 10,000 reads
- split
- Not reported
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| NCD-gzip: CAMI II superkingdom read classification Model: NCD-gzip · Benchmark: CAMI II superkingdom read classification · Dataset: CAMI II Sample_0 10,000-read subsample Superkingdom-level macro-averaged F1; NCD assigns every read. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.9804 Macro F1 Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedNormalized compression distance for DNA classification · Table 5, NCD Superkingdom row, F1 column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Normalized compression distance for DNA classification · Original source · version of record
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b3-023
- areas
- microbes-communities
- tasks
- CAMI II superkingdom read classification
- origin
- author_reported
- protocol
- Superkingdom-level macro-averaged F1; NCD assigns every read.
- version
- Not reported
- comparison
- protocol id: Not reported; dataset version: 10,000 reads; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- model version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract
Related records
- model: NCD-gzip
- benchmark: CAMI II superkingdom read classification
- dataset: CAMI II Sample_0 10,000-read subsample
- evaluation: NCD-gzip · Macro F1 · CAMI II Sample_0 10,000-read subsample