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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Auteurs principaux: Zhipeng Qing, Qiangyu Zeng, Hao Wang, Yin Liu, Taisong Xiong, Shihao Zhang
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2022-03-01
Collection:Atmosphere
Sujets:
tornadoes
class imbalance
machine learning
Accès en ligne:https://www.mdpi.com/2073-4433/13/4/544
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