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 ...
BIOENGINEER

Simple Machine Learning Outperforms Deep Models in Somali Dialect Test

A new study reports that a simple Naive Bayes classifier reached 99.05 percent accuracy in distinguishing Somali's MAXAA TIRI ...

Part 7: Naive Bayes — Multiplying Evidence

From Mechanisms with Math and Python" Part 7← Previous Part 6: Classification Evaluation Metrics — Accuracy Is Not ...
Nature

Bayesian Classification Techniques in Data Mining

Bayesian classification techniques form a cornerstone of data mining, combining probabilistic modelling with statistical inference to deliver transparent and computationally efficient classifiers. At ...
Visual Studio Magazine

Naive Bayes Classification Using C#

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 ...