ADASYN-LOF Algorithm for Imbalanced Tornado Samples

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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Bibliographic Details
Main Authors: Zhipeng Qing, Qiangyu Zeng, Hao Wang, Yin Liu, Taisong Xiong, Shihao Zhang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Atmosphere
Subjects:
tornadoes
class imbalance
machine learning
Online Access:https://www.mdpi.com/2073-4433/13/4/544

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