A New Rule-Based Classification Method Using Shape-Based Properties of Spectral Curves

Figure 19

Classification results using the (a) proposed shape-based method; SVM with (b) RBF kernel, C-value of 1, and classification threshold of 0.5; (c) linear kernel, C-value of 1, and classification threshold of 0.3; (d) polynomial kernel, C-value of 1, and classification threshold of 0.3.

(a)

(b)

(c)

(d)