The Prediction of Diatom Abundance by Comparison of Various Machine Learning Methods

This study adopts two approaches to analyze the occurrence of algae at Haman Weir for Nakdong River; one is the traditional statistical method, such as logistic regression, while the other is machine learning technique, such as kNN, ANN, RF, Bagging, Boosting, and SVM. In order to compare the perfor...

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Bibliographic Details
Main Authors: Yuna Shin, Heesuk Lee, Young-Joo Lee, Dae Keun Seo, Bomi Jeong, Seoksu Hong, Jaehoon Kim, Taekgeun Kim, Jae-Kyeong Lee, Tae-Young Heo
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2019/5749746