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 ...

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

In this article Dr Birnbaum and Dr Maxwell describe some methods of classification based on the classical probability formula of Bayes, and on some of its applications suggested by the theory of ...

ABSTRACT: Zooplankton play a critical role in aquatic ecosystems and are commonly used as bioindicators to assess anthropogenic and climate impacts. Nevertheless, traditional microscope-based ...

Notice that all the data values are categorical (non-numeric). This is a key characteristic of the naive Bayes classification technique presented in this article . If you have numeric data, such as a ...