Abstract: Extreme learning machine (ELM) has been proved to be an effective pattern classification and regression learning ... the CV-ELM determines the input weight and bias based on the differences ...

The UK Biobank Study is a prospective cohort study of adults aged between 40 and ... devices combined with machine learning-based methods can reveal novel physical activity targets for CVD prevention, ...

support vector machine and linear regression. One study compared the classification prediction between machine learning algorithms and humans, including experienced psychiatrists, and found that ...

XGBoost (Extreme Gradient Boosting) is an efficient ensemble learning method widely used in regression, classification ... (MSE): This metric calculates the mean of the squared differences between the ...

A new “periodic table for machine learning,” is reshaping how researchers explore AI, unlocking fresh pathways for discovery.

After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, researchers organized them into a 'periodic table of machine learning' that can help scientists ...