Bayes' Theorem: What It Is, Formula, and Examples

Bayes' theorem is a statistical formula used to calculate conditional probability. Learn how it works, how to calculate it ...
IEEE

Gaussian Naive Bayes for Brain Tumor Classification

Abstract: This study presents a robust classification framework for brain tumor diagnosis using Gaussian Naive Bayes. The method was selected for its simplicity, efficiency with high-dimensional data, ...
IEEE

Jointly Optimizing Data Discretization and Naive Bayes Classifier via Multi-Objective Optimization

Abstract: Data discretization plays a critical role in enhancing the performance of the naive Bayes classifier. Traditional data discretization methods often utilize a two-stage framework, where data ...
Frontiers

Use of a molecular signal response classifier informs treatment selection and improves outcomes in Hispanic patients with rheumatoid arthritis

Objective: In this study, we evaluated the performance of a molecular signal response classifier (MSRC) predicting a signal of inadequate response (SIR) to tumor necrosis factor-α inhibitors (TNFis) ...