Nearest Centroid: A bridge between statistics and machine learning

Nearest Centroid: A bridge between statistics and machine learning

In order to guide our students of machine learning in their statistical thinking, we need conceptually simple and mathematically defensible algorithms. In this paper, we present the Nearest Centroid algorithm (NC) algorithm as a pedagogical tool, combining the key concepts behind two foundational al...

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書目詳細資料
主要作者:	THULASIDAS, Manoj
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2020
主題:	statistical thinking applied statistics machine learning nearest centroid k-means clustering k nearest neighbor Artificial Intelligence and Robotics Databases and Information Systems
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/5555 https://ink.library.smu.edu.sg/context/sis_research/article/6558/viewcontent/Nearest_Centroid_av.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

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