A comparative study of decision tree, random forest, and convolutional neural network for spread-F identification

Ting Lan,Hui Hu,Chunhua Jiang,Guobin Yang,Zhengyu Zhao

Advances in Space Research（2020）

Cited 50|Views9

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Abstract

•Three methods was proposed to automatic identification of spread F.•The comparison of three methods in scaling of ionogram was carried out.•The CNN might be the best method in automatic identification of spread F.

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Key words

Ionograms,Spread-F,Automatic identification,Decision tree,Random forest,Convolutional neural network

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