Naive Bayes Classification with Sklearn – Sicara Agile Big Data Development

This tutorial details Naive Bayes classifier algorithm, its principle, pros & cons, and provides an example of a Naive Gaussian classifier using the Sklearn python Library. Let's take the famous Titanic Disaster dataset. It gathers Titanic passenger personal information and whether or not they survived to the shipwreck. Let's try to make a prediction of survival using passenger ticket fare information. Imagine you take a random sample of 500 passengers.