This research work focuses on analyzing the performance of a proposed random forest (RF) method with that of Gaussian Naive Bayes in predicting software problems. The database utilized in this ...

Aim: This research work focuses on analyzing the performance of a proposed random forest method with that of Gaussian Naive Bayes in predicting software problems. Materials and Methods: The dataset ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the naive Bayes regression technique, where the goal is to predict a single numeric value. Compared to other ...

The prediction model uses the Gaussian Naive Bayes algorithm, which is effective for classification tasks, especially with normally distributed data. Included Files: Naive_Bayes_Classifier.ipynb: A ...

12. Naive Bayes - A simple but powerful algorithm based on probabilistic logic. 2.5 Model construction We began building our models using a combination of two large datasets (GSE32591 and GSE113342) ...

The Naive Bayes classification algorithm has been in use for a very long time, particularly in applications that require classification of texts. It is a probabilistic algorithm based on the popular ...