IEEE

Predictive Analysis of Network-Based Attacks by Hybrid Machine Learning Algorithms Utilizing Bayesian Optimization, Logistic Regression, and Random Forest Algorithm

Abstract: These days, intrusion detection systems are one of the newest trends in society. These technologies serve as a defense against a variety of security breaches, the number of which has been ...
Frontiers

CTA-based risk assessment of the carotid variant of Eagle syndrome: development and internal validation of a nomogram

Background: Eagle syndrome (ES) is uncommon; its carotid variant [ES–CA, sometimes termed vascular Eagle syndrome (VES)] can produce internal carotid artery (ICA) dissection or stenosis and ischemic ...
IEEE

Analyzing Traffic Conflict Risk at Diverge Area of Left Off-Ramp of Underground Interchanges Using Multinomial Logistic Regression

Abstract: In order to deeply analyze the traffic conflict risk and the significant influencing factors of conflict risk at the diverging area of the left off-ramp of underground interchanges, this ...
GitHub

Multinomial logistic intercepts applied on incorrect scale

It appears the multinomial logistic objective is calculating a base score in the scale of the reponse variable (probabilities) and applying it as-is instead of transforming it to the 'margin' scale.
The Financial Times

Apple signs $700mn deal for US Formula 1 rights

Roula Khalaf, Editor of the FT, selects her favourite stories in this weekly newsletter. Apple has signed a $700mn deal to stream Formula 1 races in the US, as the iPhone maker joins Big Tech groups ...