Classification of almond kernels with optuna hyper-parameter optimization using machine learning methods.
- DOI
- 10.1007/s13197-025-06494-7
- Published
- 2026 Nov
- Container
- Journal of food science and technology
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1007/s13197-025-06494-7,
title = {Classification of almond kernels with optuna hyper-parameter optimization using machine learning methods.},
author = {Incekara H and Cizmeci IH and Saritas MM and Koklu M},
year = {2026},
journal = {Journal of food science and technology},
doi = {10.1007/s13197-025-06494-7},
url = {https://doi.org/10.1007/s13197-025-06494-7}
}RIS
TY - JOUR TI - Classification of almond kernels with optuna hyper-parameter optimization using machine learning methods. AU - Incekara H AU - Cizmeci IH AU - Saritas MM AU - Koklu M PY - 2026 JO - Journal of food science and technology DO - 10.1007/s13197-025-06494-7 UR - https://doi.org/10.1007/s13197-025-06494-7 ER -
APA
H, I., IH, C., MM, S., & M, K. (2026). Classification of almond kernels with optuna hyper-parameter optimization using machine learning methods.. Journal of food science and technology. https://doi.org/10.1007/s13197-025-06494-7
Source records
- pubmed · retrieved 2026-11-10T20:17:45.585Z