面向地球化学异常识别的深度学习算法对比研究

李沐思, 陈丽蓉, 谢飞, 谷兰丁, 吴晓栋, 马芬, 尹兆峰

Comparison of deep learning algorithms for geochemical anomaly identification

LI Mu-Si, CHEN Li-Rong, XIE Fei, GU Lan-Ding, WU Xiao-Dong, MA Fen, YIN Zhao-Feng

表5 三种模型性能对比

Table 5 Performance comparison of three models

模型 PAbnormal Recall AUC AE 0.126 0.455 0.611 MCAE 0.499 0.909 0.780 FCAE 0.399 0.909 0.802