A Fast and Robust Support Vector Machine With Anti-Noise Convex Hull and its Application in Large-Scale ncRNA Data Classification

A Fast and Robust Support Vector Machine With Anti-Noise Convex Hull and its Application in Large-Scale ncRNA Data Classification

Support vector machine (SVM) achieves successful classification performance with the application in non-coding RNA (ncRNA) data. With the rapid increase of the species and sizes of ncRNA sequences, several fast SVM methods based on data distribution and contour information have been developed to red...

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Bibliographic Details
Main Authors: Xiaoqing Gu, Tongguang Ni, Yiqing Fan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Large scale ncRNA
support vector machine
convex hull
anti-noise
class imbalance
Online Access:https://ieeexplore.ieee.org/document/8840840/

Internet

https://ieeexplore.ieee.org/document/8840840/

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