Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
IEEE

Machine Learning-based Detection of Web Attacks Using Logistic Model Trees

Abstract: Cyberattacks pose a significant threat to internet security and may cause great damage to businesses. Machine learning methodologies have been widely used to detect cyber intrusions. This ...
IEEE

Approximately Unimodal Likelihood Models for Ordinal Regression

Ordinal regression (OR, also called ordinal classification) is classification of ordinal data, in which the underlying target variable is categorical and considered to have a natural ordinal relation ...
GitHub

Logistic Regression in scikit-learn

Generally, the process for fitting a logistic regression model using scikit-learn is very similar to that which you previously saw for statsmodels. One important exception is that scikit-learn will ...
Frontiers

Predictors of quality of family planning counselling in Ethiopia: multilevel analysis of the SPA survey 2021/22

Background: High-quality family planning (FP) counselling is essential for informed contraceptive choice, reducing discontinuation, and improving reproductive health. However, many women in ...
Frontiers

Blue space quality, quantity, and happiness in China: integrating subjective perceptions and objective indicators in a multilevel analysis

1 Business School, Hangzhou City University, Hangzhou, China 2 School of Humanities and Social Science, Xi'an Jiaotong University, Xi‘an, China Introduction: Human wellbeing is closely linked to ...