Support vector machine

High-accuracy splice site prediction based on sequence component and position features

J. L. Li, Wang, L. F., Wang, H. Y., Bai, L. Y., and Yuan, Z. M., High-accuracy splice site prediction based on sequence component and position features, vol. 11, pp. 3432-3451, 2012.

Identification of splice sites plays a key role in the annotation of genes. Consequently, improvement of computational prediction of splice sites would be very useful. We examined the effect of the window size and the number and position of the consensus bases with a chi-square test, and then extracted the sequence multi-scale component features and the position and adjacent position relationship features of consensus sites.

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