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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Main Authors: Zhipeng Qing, Qiangyu Zeng, Hao Wang, Yin Liu, Taisong Xiong, Shihao Zhang
格式: Artigo
語言:Inglês
出版: MDPI AG 2022-03-01
叢編:Atmosphere
主題:
tornadoes
class imbalance
machine learning
在線閱讀:https://www.mdpi.com/2073-4433/13/4/544
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