Complexity / 2017 / Article / Tab 8

Research Article

Kernel Negative ε Dragging Linear Regression for Pattern Classification

Table 8

Computing time (s) of different methods on the AR database.

Number of training samples per class12345

Our method2.885.768.6212.1014.74
DLSR18.2819.6921.1722.7624.20
CLSR10.3010.4610.6210.7310.84
NNLS14.7050.14120.81251.74447.02
SVM1.412.553.674.886.04
KNN3.166.2410.1823.0523.99
SRC231.48803.651564.732375.63616.28
LRC21.8332.5441.3848.0662.64
NDLR18.2519.8121.1622.7324.19

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