Data Discretization based on Maximum Information Coefficient

Taoyong Gu
Taoyong Gu
Xiaofeng Zhang
Xiaofeng Zhang
Jian Wang
Jian Wang
Huijie Zeng
Huijie Zeng

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), pp. 1373-1377, 2019.

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Abstract:

Most supervised discretization methods rely on category labels. However, in practical applications, supervisory information is not always category labels, it may also be continuous variables. Existing discretization methods cannot directly deal with the discretization, they need to convert it into category label, and then discretize other...More

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