Proper handling of continuous variables is crucial in healthcare research, for example, within regression modelling for descriptive, explanatory, or predictive purposes. However, inadequate methods ...

We take a deep dive into the inner workings of the wildly popular AI chatbot, ChatGPT. If you want to know how its generative AI magic happens, read on.

This study evaluated five machine learning algorithms random forest (RF), support vector machine (SVM), classification and regression trees (CARTs), gradient boosting trees (GBTs), and naïve Bayes for ...

Data mining is like digging for gold. You’ve likely heard the term “data mining” before, but have you wondered what it means, exactly? Data mining is like finding hidden treasures in a sea of data. It ...

One of the primary hurdles is the misalignment of the regularization paths, which quantifies the feature selection principle between regression and classification tasks, leading to biased feature ...

Supervised algorithms include classification and regression, while unsupervised algorithms primarily focus on clustering. In this study, a detailed comparative analysis of eight classification ...

This paper selects five classification algorithms among the ten classic algorithms: k nearest neighbor (kNN) algorithm, decision tree C4.5 (C4.5) algorithm, support vector machine (SVM) algorithm, ...