When you want to apply a small tweak to the document, it must not take long to Classify title text. This type of basic activity does not have to demand additional education or running through manuals to learn it. Using the right document modifying tool, you will not spend more time than is needed for such a swift change. Use DocHub to streamline your modifying process whether you are a skilled user or if it is your first time using an online editor service. This tool will take minutes to figure out how to Classify title text. The sole thing needed to get more effective with editing is a DocHub account.
A simple document editor like DocHub can help you optimize the amount of time you need to spend on document modifying regardless of your prior experience with this kind of tools. Make an account now and improve your productivity instantly 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