Invention Grant
US07958068B2 Method and apparatus for model-shared subspace boosting for multi-label classification 有权
用于多标签分类的模型共享子空间增强的方法和装置

Method and apparatus for model-shared subspace boosting for multi-label classification
Abstract:
A computer program product includes machine readable instructions for managing data items, the instructions stored on machine readable media, the product including instructions for: initializing a plurality of base models; minimizing a joint loss function to select models from the plurality for a plurality of labels associated with the data items; and at least one of sharing and combining the selected base models to formulate a composite classifier for each label. A computer system and additional computer program product are provided.
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