Variation of optimal hyperparameters across 10 sub-datasets generated under different experimental conditions.

Mean and variance of colony number, optimal hyperparameter values, and the corresponding recognition error rate for each sub-dataset. The results demonstrate minimal variation in hyperparameters across sub-datasets and consistently lower error rates compared to the global settings (3.99%). (DOCX)

Publication Details

Journal
Figshare
Published
2025-03-19
DOI
https://doi.org/10.1371/journal.pone.0311242.s005
Primary Topic
Wheat and Barley Genetics and Pathology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Variation of optimal hyperparameters across 10 sub-datasets generated under different experimental conditions.

Figshare
Wheat and Barley Genetics and Pathology
article

Variation of optimal hyperparameters across 10 sub-datasets generated under different experimental conditions.

article en

Abstract

Mean and variance of colony number, optimal hyperparameter values, and the corresponding recognition error rate for each sub-dataset. The results demonstrate minimal variation in hyperparameters across sub-datasets and consistently lower error rates compared to the global settings (3.99%). (DOCX)

Figshare
Openalex Percentile: Top 37%
Wheat and Barley Genetics and Pathology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Variation of optimal hyperparameters across 10 sub-datasets generated under different experimental conditions. · Figshare (2025) | TGRS Research Map | TGRS