Classification and repeatability metrics on a held-aside test set of 8,734 images from the “SEED” dataset.

<p>Our model performs consistently well on “internal” data, even when retrained with added “external” images from the “EXT” dataset. Metrics are reported for each of the model runs involving incremental additions of images from the “EXT” (J8) dataset at the woman level, in a 2n normal (N): 2n indeterminate (I): 1n precancer+ (P) ratio of ground truth class, where n = # of precancer+ women added, as shown on the leftmost column. % values are rounded to 1 decimal place, while numeric values are rounded to 2 decimal places.</p> <p>(DOCX)</p>

Publication Details

Journal
Figshare
Published
2024-10-02
DOI
https://doi.org/10.1371/journal.pdig.0000364.s004
Primary Topic
Mycorrhizal Fungi and Plant Interactions
Type
article
Field-Weighted Citation Impact
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article

Classification and repeatability metrics on a held-aside test set of 8,734 images from the “SEED” dataset.

Figshare
Mycorrhizal Fungi and Plant Interactions
article

Classification and repeatability metrics on a held-aside test set of 8,734 images from the “SEED” dataset.

article en

Abstract

<p>Our model performs consistently well on “internal” data, even when retrained with added “external” images from the “EXT” dataset. Metrics are reported for each of the model runs involving incremental additions of images from the “EXT” (J8) dataset at the woman level, in a 2n normal (N): 2n indeterminate (I): 1n precancer+ (P) ratio of ground truth class, where n = # of precancer+ women added, as shown on the leftmost column. % values are rounded to 1 decimal place, while numeric values are rounded to 2 decimal places.</p> <p>(DOCX)</p>

Figshare
Gender equality
Openalex Percentile: Top 48%
Mycorrhizal Fungi and Plant Interactions
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Classification and repeatability metrics on a held-aside test set of 8,734 images from the “SEED” dataset. · Figshare (2024) | TGRS Research Map | TGRS