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In multi-label learning, an instance may be associated with a set of labels, and Multi-Label Classification (MLC) algorithm aims at outputting a label set for each unseen instance. In this paper, a MLC algorithm named ML-PLS is proposed, which is based on Partial Least Squares (PLS) regression. In detail, as PLS can handle the relations between the matrices of independent variables and dependent variables...
Support vector regression algorithm is applied to colleges recruiting students prediction in the paper. As colleges recruiting students prediction is a nonlinear regression problem, the input training data of colleges recruiting students are nonlinearly mapped into a high dimensional space in support vector regression model. The amount of colleges recruiting students of Sichuan province from 2000...
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