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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Päätekijät: Zhipeng Qing, Qiangyu Zeng, Hao Wang, Yin Liu, Taisong Xiong, Shihao Zhang
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2022-03-01
Sarja:Atmosphere
Aiheet:
tornadoes
class imbalance
machine learning
Linkit:https://www.mdpi.com/2073-4433/13/4/544
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