Prediction of groundwater quality index in the Gaza coastal aquifer using supervised machine learning techniques

This paper investigates the performance of five supervised machine learning algorithms, including support vector machine (SVM), logistic regression (LogR), decision tree (DT), multiple perceptron neural network (MLP-NN), and K-nearest neighbours (KNN) for predicting the water quality index (WQI) and...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Adnan M. Aish, Hossam Adel Zaqoot, Waqar Ahmed Sethar, Diana A. Aish
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: IWA Publishing 2023-03-01
Цуврал:Water Practice and Technology
Нөхцлүүд:
Онлайн хандалт:http://wpt.iwaponline.com/content/18/3/501