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DATA-BASED PREDICTION RESULTS USING DECISION FORESTS

机译:基于决策森林的基于数据的预测结果

摘要

Implementations of the present specification provide a data processing method and apparatus, and an electronic device. The method includes the following: obtaining a target leaf node that matches business data based on an encryption decision forest, where the encryption decision forest includes at least one decision tree, a splitting node of the decision tree corresponds to plaintext data of a splitting condition, a leaf node of the decision tree corresponds to ciphertext data of a leaf value, and the ciphertext data is obtained by encrypting the leaf value by a homomorphic encryption algorithm; and sending ciphertext data corresponding to the target leaf node to a first device.
机译:本说明书的实施方式提供了数据处理方法和装置以及电子设备。该方法包括以下步骤:基于加密决策林,获取与业务数据匹配的目标叶子节点,其中,所述加密决策林包括至少一个决策树,所述决策树的分裂节点对应于分裂条件的明文数据;决策树的叶节点对应于叶值的密文数据,通过同态加密算法对叶值进行加密得到密文数据。将所述目标叶节点对应的密文数据发送给第一设备。

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