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Training and inference Time Efficiency Assessment Framework for machine learning algorithms: A case study for hyperspectral image classification

delete2025-05-29
delete0
PRE
AI
X
Xiaorou Zheng
J
Jianxin Jia
董
董守斌 (Shoubin Dong)
W
Wang, Yawei
R
Runuo Lu
Y
Yuwei Chen
王
王跃明 (Yueming Wang)
DOI：10.1016/j.jag.2025.104591delete
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摘要

摘要

En 中文
• 机器学习算法的时间效率评估框架。 • 明确时间与影响因素之间的定性与定量关系。 • 预测高光谱分类时间，包括训练时间和推理时间。 • 经典机器学习模型的理论与数学推导。
Keyword:
Time efficiency
Hyperspectral image
Inference time
Algorithm derivation
Time prediction
Complexity data scale

期刊

International Journal of Applied Earth Observation and Geoinformation 封面图
International Journal of Applied Earth Observation and Geoinformation
IF:
8.6
论文数:
5.3K
被引数:
2.4W

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