A generalized cluster centroid based classifier for text categorization

In this paper, a Generalized Cluster Centroid based Classifier (GCCC) and its variants for text categorization are proposed by utilizing a clustering algorithm to integrate two wellknown classifiers, i.e., the K-nearest-neighbor (KNN) classifier and the Rocchio classifier. KNN, a lazy learning metho...

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Bibliographic Details
Main Authors: PANG, Guansong, JIANG, Shengyi
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2012
Subjects:
KNN
Online Access:https://ink.library.smu.edu.sg/sis_research/7028
https://ink.library.smu.edu.sg/context/sis_research/article/8031/viewcontent/1000006552265.pdf
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Institution: Singapore Management University
Language: English