Lazy Decision Tree Method for Distributed Privacy Preserving Data Mining

Provided by: AICIT
Topic: Big Data
Format: PDF
Privacy preserving data mining is an important research area right now, and the key issue is to develop data mining method under the premise of protecting privacy data. As an important method for classified data mining, decision tree is also one exceptional classified method that has been studied intensively in the area of privacy preserving data mining. This paper comprehensively summarized decision tree mining methods of privacy preserving, and suggested a highly efficient decision tree classified mining method for privacy preserving based on lazy decision tree.

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