Machine Learning Analytics: Logistic Regression and Machine Learning in R for Environmental Science: End-to-End Case Studies with EDA

Environmental science is full of “yes or no” questions with deeply complex causes. Will air quality tomorrow exceed a safe PM2.5 limit in a busy city corridor? Is a river segment likely to breach nitrate standards after heavy rain and upstream fertilizer use? Is a patch of habitat still suitable for a sensitive species, or has disturbance and climate pu…