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RISKY TRANSACTION IDENTIFICATION METHOD AND APPARATUS, SERVER, AND STORAGE MEDIUM

机译:风险交易识别方法和装置,服务器和存储介质

摘要

A feature extraction is performed on transaction data to obtain a user classification feature and a transaction classification feature. A first dimension feature is constructed based on the user classification feature and the transaction classification feature. A dimension reduction processing is performed on the first dimension feature to obtain a second dimension feature. A probability that the transaction data relates to a risky transaction is determined based on a decision classification of the second dimension feature, where the decision classification is based on a pre-trained deep forest network including a plurality of levels of decision tree forest sets.
机译:对交易数据进行特征提取以获得用户分类特征和交易分类特征。基于用户分类特征和交易分类特征构造第一维特征。对第一尺寸特征执行尺寸减小处理以获得第二尺寸特征。基于第二维特征的决策分类来确定交易数据与风险交易有关的概率,其中决策分类基于包括多个级别的决策树森林集的预训练深林网络。

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