Data · dataset · 2026
PlasmidCall: code and frozen models for plasmid-origin classification of short-read contigs
Listed in ZivaHub
Description
<p dir="ltr">Code and frozen models of PlasmidCall, which classifies short-read assembly contigs as plasmid- or chromosome-derived from the calls of twelve published plasmid classifiers. This item archives release v1.1.0 of github.com/piranfar/PlasmidCall (git tag v1.1.0, commit 19e840546799a9d404fdf77c0a099df206efab2f) as one zip file.</p><p dir="ltr">The release contains the frozen PlasmidCall v1.2-General model (a logistic regression on the twelve classifiers' categorical calls, provided as a portable JSON file that needs only numpy and as a scikit-learn pickle) and PlasmidCall v1.1 (histogram gradient boosting, a scikit-learn 1.9.0 pickle), with their SHA-256 digests; the frozen panel-output parser; a standalone scorer; tests showing that the scorer reproduces the frozen outputs of the 150-isolate evaluation exactly (the default run checks a 200-row fixture; the full 19,320-contig check runs when given the P1.13 table from the data deposit); and the design records, evidence receipts and derived tables of that evaluation.</p><p dir="ltr">The bulk data of the evaluation (parsed classifier calls, assemblies, execution receipts and the joined truth table) are in a separate data deposit, doi:10.5281/zenodo.22086357 (version 1.0.0; the concept DOI 10.5281/zenodo.22086356 resolves to the latest version).
That deposit holds no model files; its Part 1 holds as-executed copies of the P1.13 run scripts, including the frozen parser, under CC BY 4.0. No third-party program or database is redistributed.</p><p dir="ltr">Licences: every .py, .sh and .diff file and the model files under models/ other than Markdown are under MIT (LICENSE); everything else, including documentation, tables, fixtures and metadata, is under CC BY 4.0 (LICENSE-DATA).
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Figshare records one licence per item, so MIT is shown on this page; the LICENSE and LICENSE-DATA files in the zip set the licence of each file.</p><p dir="ltr">File: PlasmidCall-1.1.0.zip, SHA-256 a2218569122588e1df596a93ac3294cce788f2a52aa7cd7a77ea32627614fc56. CHECKSUMS.sha256 inside the zip gives the SHA-256 of every released file.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34018380.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Bioinformatic methods development · Earth & Environmental Science · Life Sciences · Microbial genetics
- Inferred from text
- Tabular 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34018380 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:310201 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Bioinformatic methods development'] |
| concepts[field].anzsrc:field:310704 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Microbial genetics'] |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |