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Table 5 Impact of different CDFs on named entity classification.

From: Incorporating rich background knowledge for gene named entity classification and recognition

CDF type

Linear (P/R/F1)

SVD-RBF (P/R/F1)

CDF I

81.43/86.50/83.89

83.02/88.24/85.55

CDF II

75.64/82.20/78.78

78.41/80.35/79.37

CDF I+II

81.59/87.67/84.57

82.51/90.01/86.10

Combine

82.46/90.35/86.23

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  1. The run in the last row combines the results of SVD-RBF model (with CDF I) and linear model (with CDF I+II), which is the same as Run 4 in Table 4. Since the combining method is a linear function, we attribute it to the linear case.