Water quality prediction using MLP in dynamic environment

Tóm tắt

Water quality plays an immensely significant role in safeguarding the health of humans and other species on the planet. Polluted water sources can contain harmful substances such as heavy metals, pesticides, bacteria, and viruses, which can pose threats to human health and other organisms. Water quality is also a crucial factor in protecting the environment and sustaining the ecosystems of freshwater and marine environments. Polluted water sources can impact the lives of aquatic animals and plants, causing harm and endangering biodiversity by disrupting the food chain. Within the scope of this article, we utilize data from "Water Quality" by MssmartyPants using the classical MLP Classifier algorithm. Incorporating artificial intelligence into water quality assessment contributes to increased accuracy and efficiency compared to manual methods, while also providing significant value in academic research.