EURASIP Journal on Advances in Signal Processing

Table 4 Performance comparison of machine learning under SIFT feature extraction

From: Visual analysis method for unmanned pumping stations on dynamic platforms based on data fusion technology

Algorithm	Accuracy (%)	Precision (avg) (%)	Recall (avg) (%)	F1score (avg) (%)
NB	55.250	55.420	55.540	55.438
DT	66.721	66.945	66.713	66.729
RF	89.176	89.195	89.099	89.094
LSVM	68.982	69.364	68.953	67.886
NLSVM	92.407	92.653	92.186	92.285
KNN	95.477	95.447	95.415	95.411

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