Your model is 'ignoring' the minority—the true name of class imbalance is Bayesian bias

For some reason, this model won't predict the minority class.”It's frustrating. Many engineers have felt this way.However, ...
Visual Studio Magazine

Gaussian Naive Bayes Classification Using the scikit Library

Dr. James McCaffrey of Microsoft Research says the main advantage of using Gaussian naive Bayes classification compared to other techniques like decision trees or neural networks is that you don't ...
Risk.net

Bayesian unsmoothing for private market investments: a probabilistic approach to risk estimation

This paper puts forward a Bayesian unsmoothing method to model smoothing parameters probabilistically which mitigates ...
Eos

How Can We Make Better Decisions About What Lies Underground?

Geophysical data offer incomplete clues about the subsurface. Bayesian inversion turns them into plausible scenarios and ...

Does Milk Really Strengthen Bones? How Bayesian Inference Exposes the Assumptions of Nutritional Epidemiology

"Drinking plenty of milk makes bones stronger"—this belief has been a staple of nutritional education for the past 70 years. However, looking at meta-analyses of observational studies, the ...