Combining decision tree and adaptive kernel density estimation to construct probability estimation tree

碩士 === 國立臺灣大學 === 統計碩士學位學程 === 107 === Apart from many machine learning methods, the decision rule are black-box models. Decision tree’s flow chart has the advantage of high interpretation While, decision tree produces poor class probability estimation. Among the methods of probability estimation, t...

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Bibliographic Details
Main Authors: Yen-Jung Liu, 劉晏茸
Other Authors: 歐陽彥正
Format: Others
Language:zh-TW
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/5nby56