Among the 4 multi-output models, only the kNN (aRMSE = 3.852) and random forest (aRMSE = 3.888) performed better than the dummy regressor (aRMSE = 3.944). These results point towards that physical ...

The first tier is the K-nearest neighbor (KNN) classifier for temperature while the second one is a neural network regressor to estimate concentration. Through proper feature engineering and selection ...

Welcome to my Data Science Projects Repository! This repository contains a collection of my data science projects, showcasing my skills and expertise in the field. Each project demonstrates different ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator.

This repository is a related to all about Machine Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques ...