| 摘要 |
Disclosed are a designing method of a linear classifier, and a device thereof. The designing method of a linear classifier comprises the following steps: configuring a new plane related to a sample on an N-dimensional (N: a natural number, greater than or equal to two) weighting space; determining whether a plurality of sub-spaces existing on the weighting space are divided or not; dividing and updating the subspace divided by the new plane, when the subspaces are determined to have been divided; and selecting one internal point in the updated sub-space as a weighting vector. |
