When you want to apply a minor tweak to the document, it should not take long to Classify company text. This sort of basic activity does not have to require extra education or running through manuals to learn it. With the proper document modifying instrument, you will not spend more time than is needed for such a quick edit. Use DocHub to streamline your modifying process whether you are an experienced user or if it’s your first time using an online editor service. This tool will take minutes or so to learn to Classify company text. The sole thing needed to get more effective with editing is a DocHub profile.
A simple document editor like DocHub will help you optimize the time you need to devote to document modifying regardless of your previous knowledge of this kind of tools. Create an account now and enhance your productivity immediately with DocHub!
In this lecture, well introduce the topic of text classification and the Naive Bayes algorithm which is one of the most important ways of doing text classification. Lets begin by looking at some examples of text classification applications. Here Ive shown an email that I actually received the other day. How do I know that this email is spam? Take a look at the mail and think of some features you might automatically extract from this email that tells you that its spam. You might notice the word greats. A mis, a misspelling of great, so we have a typo here. Maybe you might notice important notice and maybe an exclamation point. Its pretty rare that universities put exclamation points in their subject headers. You might notice that theres no, Dan here, its not addressed to me in particular, and we have undisclosed recipients and theres no particular address. And the URLs a little funny here, thats not a Stanford URL. Maybe the word exciting. Each of these features can be combin