Visual Studio Magazine

Naive Bayes Classification Using Python

Naive Bayes classification is a machine learning technique that can be used to predict the class of an item based on two or more categorical predictor variables. For example, you might want to predict ...
Visual Studio Magazine

Naive Bayes Classification Using the scikit Library

Dr. James McCaffrey of Microsoft Research shows how to predict a person's sex based on their job type, eye color and country of residence. Naive Bayes classification is a classical machine learning ...
Nature

Naive Bayes Classification and Crowdsourcing Techniques

Naive Bayes classification remains a cornerstone of machine learning, renowned for its simplicity, efficiency, and interpretability. This probabilistic approach leverages Bayes’ theorem under the ...
JSTOR Daily

Semiparametric Bayesian Classification with Longitudinal Markers

Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 56, No. 2 (2007), pp. 119-137 (19 pages) We analyse data from a study involving 173 pregnant women. The data are observed ...
JSTOR Daily

Bayesian Classification of Tumours by Using Gene Expression Data

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 67, No. 2 (2005), pp. 219-234 (16 pages) Precise classification of tumours is critical for the diagnosis and ...
lse

Bayesian Machine Learning

This course is available on the MSc in Applied Social Data Science, MSc in Data Science, MSc in Econometrics and Mathematical Economics, MSc in Health Data Science, MSc in Quantitative Methods for ...