I Don't Understand Ridge Regression! Learning from Linear Regression with Manual Calculations

While doing machine learning, I learned that there is a machine learning method called ridge regression. I feel like I understand it somewhat, but it also feels like I don't really get it. Therefore, ...
BIOENGINEER

Kernel-Tuned Machine Learning Pushes Network Intrusion Detection Toward 99% Accuracy on Benchmark Data

A new study reports that Random Forest and Gaussian and Sigmoid kernel Support Vector Machines, combined with systematic ...
HackerNoon

Correlation Is Not Enough: Selecting Features Without Throwing Away Predictive Information

Dropping low-correlation features can delete real signal. Learn why, see a Python demo, and use better feature selection: MI, ...

What are Model Trees? Let's Implement and Compare Them with Regression Trees in Python

One of the representative algorithms in machine learning is the decision tree.A decision tree is a method that makes ...
vcresearch.berkeley

Using AI for Just 10 Minutes Erodes Your Ability to Persist at Hard Things

A UC Berkeley researcher co-authored a study that raises profound questions about how we interact with artificial intelligence in education — and daily life. Researchers recently found that spending ...
Engadget

Why Windows 11 is always using so much RAM

Open Task Manager on a Windows 11 PC, and it's easy to panic no matter how much RAM you have. Even without many apps open, your computer will likely be using more than 50% of its memory. And while ...