One-dimensional convolutional neural network for mapping mineral prospectivity: A case study in Changba ore concentration area, Gansu Province

Ore Geology Reviews（2023）

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摘要

•One-dimensional convolutional neural network was used to map mineral prospectivity.•The effects of different hyperparameters on classification performance in 1D CNN were studied and the optimal combination of hyperparameters was determined.•A case study from Changba ore concentration area, Gansu Province was conducted.

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关键词

Mineral prospectivity mapping,Lead–zinc deposits,Convolutional neural network,Hyperparameter optimization,Changba ore concentration area

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