Artificial Intelligence for Sustainable Applications

8An Experimental Comparison on Machine Learning Ensemble Stacking-Based Air Quality Prediction System

P. Vasantha Kumari* and G. Sujatha

Department of Computer Science, Sri Meenakshi Govt. Arts College for Women (A)Madurai, Madurai Kamaraj University, Madurai, Tamil Nadu, India

Abstract

Air is most important factor for human life. Other than human life is wildlife and plants are depending on air for their survival. Air is polluted by the human behavior, industrialization, and urbanization. Prevention of this air pollution has become a necessary action in many cities. Air is polluted at intolerable levels by industries and heavy vehicular traffic in cities which affects human health conditions to a great extent. Forecasting and controlling the air pollution is the need of the hour to care for human beings from health hazards. The most important objective of this paper is to proposed new method to predict air pollution using data collected on monthly basis and give recommendations to prevent and control air pollution. Ambient air monitoring is the regular, continuing measurement of pollutant levels by measuring the amount and types of certain pollutants in the outside air. Investigative and protecting air quality in this earth has become one of the fundamental activities for every human in many industrial and urban areas at the present time. Based on the serious health concerns and the atmospheric pollution has become a main source of premature mortality among general public ...