ADASYN-LOF Algorithm for Imbalanced Tornado Samples

Early warning and forecasting of tornadoes began to combine artificial intelligence (AI) and machine learning (ML) algorithms to improve identification efficiency in the past few years. Applying machine learning algorithms to detect tornadoes usually encounters class imbalance problems because torna...

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Библиографические подробности
Главные авторы: Zhipeng Qing, Qiangyu Zeng, Hao Wang, Yin Liu, Taisong Xiong, Shihao Zhang
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI AG 2022-03-01
Серии:Atmosphere
Предметы:
tornadoes
class imbalance
machine learning
Online-ссылка:https://www.mdpi.com/2073-4433/13/4/544
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