haydenm20/PumpClassification

This project uses the Naive Bayes Classifier to predict the functionality status of various water pumps spread across Tanzania. A graphical user interface is created utilizing the results. # Pump Classification Using Naive Bayes Classifier This project is a direct application of the Naive Bayes Classifier to a real world scenerio. In this project, the classifier is used to predict the functionality of various water pumps across Tanzania. This model will take into account several factors from the given dataset and output the predicted functionality class for the given pumps. With these predictions I will build a Graphical User Interface (GUI) in RStudio to show the locations via longitude and latitude of the water pumps and their associated status for users to see. A more detailed and thorough explanation can be found in the report located in the repository.