Utilizing Data Analytics and Machine Learning Classifiers for Forecasting Malarial Epidemic Resurgence

Infectious diseases pose a significant threat to human health, caused by microorganisms such as viruses, bacteria, fungi, or parasites. While these microorganisms often coexist with us harmlessly, certain conditions can trigger their ability to cause illness. Infections can be transmitted from person to person, from animals to humans, or through the consumption of contaminated water or food in exposed environments. The symptoms and signs of these diseases can vary depending on the type of organism involved, but commonly include mild fever, cold-like symptoms, fatigue, diarrhea, muscle aches, and coughing. Thankfully, many infections can be prevented through vaccination, such as measles and chickenpox. However, each infectious disease presents its own unique set of signs and symptoms. The signs and symptoms of infectious diseases can vary depending on the type of microorganism involved. Common symptoms include mild fever, cold- like symptoms, fatigue, diarrhea, muscle aches, and coughing. However, it is important to note that each infectious disease presents its own unique set of signs and symptoms, and they can range from mild to severe. Fortunately, many infectious diseases can be prevented through vaccination. Vaccines stimulate the immune system to recognize and fight off specific microorganisms, thus providing protection against infection. Vaccinations have been successful in preventing diseases such as measles, chickenpox, polio, and influenza, among others. In addition to infectious diseases, chronic diseases also pose a significant health burden worldwide. Chronic diseases are characterized by long-lasting or persistent conditions that typically persist for three months or more. Examples of chronic diseases include cardiovascular disease, arthritis, cancer, diabetes, epilepsy, obesity, and oral health problems.