Support Vector Data Description Model to Map Specific Land Cover with Optimal Parameters Determined from a Window-Based Validation Set

Support Vector Data Description Model to Map Specific Land Cover with Optimal Parameters Determined from a Window-Based Validation Set

This paper developed an approach, the window-based validation set for support vector data description (WVS-SVDD), to determine optimal parameters for support vector data description (SVDD) model to map specific land cover by integrating training and window-based validation sets. Compared to the conv...

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Bibliographic Details
Main Authors: Jinshui Zhang, Zhoumiqi Yuan, Guanyuan Shuai, Yaozhong Pan, Xiufang Zhu
Format: Article
Language:English
Published: MDPI AG 2017-04-01
Series:Sensors
Subjects:
support vector data description
optimal parameters
window-based validation set
simulated annealing
land cover
Online Access:http://www.mdpi.com/1424-8220/17/5/960

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http://www.mdpi.com/1424-8220/17/5/960

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