EURASIP Journal on Advances in Signal Processing

Table 3 Performance comparison of machine learning under HOG 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	56.058	55.250	56.037	54.057
DT	64.620	64.727	64.713	64.583
RF	80.775	80.892	80.891	80.748
LSVM	81.422	81.658	81.492	81.411
NLSVM	85.784	85.815	85.844	85.757
KNN	70.436	73.958	71.292	69.717

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