Aircraft sensor fault detection based on temporal two-dimensionalization | Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University

Open Access

表3

不同模型对比结果

方法	精度/%	准度/%	召回率/%	F1值/%
SVM[18]	55.14	60.62	82.98	70.06
MLP[19]	57.14	61.50	85.42	71.51
RNN[20]	63.71	63.67	91.02	74.93
BBN[22]	72.28	91.70	73.89	81.84
GTDA[3]	85.71	92.67	90.84	91.75
T2D	88.28	91.33	92.44	91.88

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