Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

Abstract: Measuring the equivalence ratio using flame spectral data is a key focus in combustion diagnostic techniques. Traditional methods rely on chemiluminescent bands with distinct spectral ...

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality ...

This repository provides R functions to compute distorted M-quantiles, central regions, and depth functions for multivariate data, extending to multiple output regression settings.

Abstract: This paper introduces new and practically relevant non-Gaussian priors for the Sparse Bayesian Learning (SBL) framework applied to the Multiple Measurement ... Expectation Maximization (EM) ...

We tested nine distinct classifiers: Decision tree, Discriminant analysis, Logistic regression ... performed with non-linear and combined feature sets resulted in a maximum accuracy of 63.04% and ...

We chose 10 ML algorithms for prediction, including linear regression (LR), ridge regression (RR), Lasso ... and the personalized prediction of each sample. The flowchart of the process is shown in ...

The MELPe algorithm was developed using several enhancements to the original MELP 2400 bps specification. MELPe implements a variable low bit rate vocoder that supports multiple rates of 600 bps, 1200 ...