Classification accuracies of the three models.

<div><p>Ammonia is widely acknowledged to be a stressor and one of the most detrimental gases in animal enclosures. In livestock- and poultry-breeding facilities, a precise, rapid, and affordable method for detecting ammonia concentrations is essential. We design and develop an electroni...

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Bibliographic Details
Main Author:	Yeping Shi (14279118) (author)
Other Authors:	Yunbo Shi (284325) (author), Haodong Niu (20378466) (author), Jinzhou Liu (17627105) (author), Pengjiao Sun (14279115) (author)
Published:	2024
Subjects:	Medicine Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified support vector machine sparrow search algorithm electronic nose utilizing electronic nose system 89 – 3 3 – 2 relative mean deviation ethanol detection via average recovery time fluid simulation results ammonia concentration ranges sensor directly exposed div >< p average response time ammonia sensor ’ detecting ammonia concentrations detecting ammonia ammonia sensor three concentrations recovery times mean absolute ethanol gases results show experimental results widely acknowledged tests comparing smaller absolute response data regression prediction regressed using random forest promising approach positioned based output voltage detrimental gases collected using classification accuracy cavity structure breeding facilities animal enclosures also outperforms affordable method 45 %. 300 ppm 200 ppm 05 v
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Classification accuracies of the three models.

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