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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Autores principales: Zhipeng Qing, Qiangyu Zeng, Hao Wang, Yin Liu, Taisong Xiong, Shihao Zhang
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2022-03-01
Colección:Atmosphere
Materias:
tornadoes
class imbalance
machine learning
Acceso en línea:https://www.mdpi.com/2073-4433/13/4/544
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