$3.$ b$)$ For the upcoming US presidential election, candidate Donald Trump is very much interested to know the voters' stance from their social media posts. Therefore, he has decided to monitor the social media streams and intends to identify the social contents that are going to as favor or against him. In this regard, he has taken help from tech experts and they formulate the problem as given below:

Sample social media contents about Donald Trump and their corresponding label

Favor: need @realDonaldTrump in white house

Against: @realDonaldTrump is not preferable #uselection

Favor: trump wants to make usa strong and powerful again

Favor: against @realDonald Trump means against america

Against: trump great liar

Now, the main task is to determine whether a sample new content "make america great again$$ is in favor of or against, towards Donald Trump. As a data scientist, you also have a chance to help Donald Trump. Now, answer the following questions about your proposed solution

i$)$ What kind of classifier $($supervised unsupervised$)$ do you want to use?

ii$)$ Formulate the effectiveness of your purposed classifier by using the given data.

iii$)$ Make comments about the weak side of your proposed solution