Nature

Application of combined model of stepwise regression analysis and artificial neural network in data calibration of miniature air quality detector

In this paper, six types of air pollutant concentrations are taken as the research object, and the data monitored by the micro air quality detector are calibrated by the national control point ...
Nature

Advanced machine learning models for predicting unconfined compressive strength from point load strength index of rock samples from Chennai and Bangalore

The rocks’ uniaxial compressive strength (UCS) constitutes the paramount geomechanical parameter, typically assessed in the laboratory under confined or unconfined conditions. This parameter is ...
Visual Studio Magazine

Linear Regression Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...