首页>
外国专利>
EFFICACY MEASURES FOR UNSUPERVISED LEARNING IN A CYBER SECURITY ENVIRONMENT
EFFICACY MEASURES FOR UNSUPERVISED LEARNING IN A CYBER SECURITY ENVIRONMENT
展开▼
机译:网络安全环境中未经监督的学习的有效措施
展开▼
页面导航
摘要
著录项
相似文献
摘要
A method for performing searches of user information comprises: receiving an initial dataset including the user information; calculating distance metrics between pairs of data in the initial dataset; performing unsupervised learning on the initial dataset to obtain a plurality of total number of clusters, each total number of clusters covering the initial dataset; determining efficacy measures for each total number of clusters using a plurality of distance metric thresholds; determining a desired efficacy measure in the efficacy measures, the desired efficacy measure corresponding to a desired distance metric threshold in the plurality of distance metric thresholds; determining a desired total number of clusters in the plurality of total number of clusters, the desired total number of clusters corresponding to the desired distance metric threshold; and performing unsupervised learning on the initial dataset using the desired total number of clusters to obtain a number of data representations of the user information.
展开▼