Water Quality Classification
Introduction Water quality refers to the physical, chemical, and biological characteristics of water that determine its suitability for various uses, such as drinking, agriculture, industry, and ecosystem health. Assessing water quality is crucial for ensuring the safety of human health and the environment. When it comes to assessing water quality classification, there are various attributes of concern including amount of: aluminum, ammonia, arsenic, barium, cadmium, chloramine, chromium, copper, fluoride, bacteria, viruses, lead, nitrates, nitrites, mercury, perchlorate, radium, selenium, silver, and uranium. Based on these criteria, we can classify water quality using the attribute ‘is_safe’. Measurable criteria (numeric variables) for all above attributes are listed below: Attribute Dangerous (if greater than) Aluminum 2.8 Ammonia 32.5 Arsenic 0.01 Barium 2 ...