This project was completed in Spring 2022 for ISYE 7406 Data Mining and Statistical Learning, a graduate course through Georgia Tech. Multinomial classification of forest dataset using R. See the PDF ...

General naive Bayes classification is a classical machine learning technique to predict a discrete value. There are several variations of naive Bayes (NB) including Categorical NB, Bernoulli NB, ...

For the Abalone dataset the aim is to predict the age of abalone from physical measurements; for the Car Evaluation dataset the aim is to predict the car acceptability given its features; for the ...

A full-code demo from Dr. James McCaffrey of Microsoft Research shows how to predict the type of a college course by analyzing grade counts for each type of course. General naive Bayes classification ...

Abstract: Malware detection has been widely explored in recent years due to an increased rate of information theft, ransom demands and money laundering cases. It is known that MS Windows Operating ...