EURASIP Journal on Image and Video Processing

Table 7 Results on INRIA person dataset using eight classification methods (decision tree (DT), linear discriminant analysis (LDA), cubic-SVM (C-SVM), logistic regression (LR))

From: A framework of human detection and action recognition based on uniform segmentation and combination of Euclidean distance and joint entropy-based features selection

Method	AUC	FPR	FNR (%)	Recall (%)	Accuracy (%)
DT	0.930	0.064	5.6	93.6	94.4
LDA	0.976	0.073	6.8	92.6	93.2
C-SVM	0.991	0.019	1.4	98.4	98.6
LR	0.913	0.084	5.9	91.5	94.1
W-KNN	0.973	0.105	7.1	89.6	92.6
C-KNN	0.972	0.117	7.9	88.4	92.1
EBT	0.993	0.143	3.1	96.85	96.9
M-class SVM	0.990	0.015	1.2	98.7	98.8

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