We want to use Naive Bayes for tagging documents. It is a classification task that we want to assign a class (tag) to each string. We currently have two tags: Sport and Not Sport
Which tag does the sentence A very close game belong to? Using Naive Bayes classifier, calculate the class probability for Sport and Not sport for this sentence based on the dataset and decide about the tag.
| Text |
Tag |
| “A great game” |
Sports |
| “The election was over” |
Not sports |
| “Very clean match” |
Sports |
| “A clean but forgettable game” |
Sports |
| “It was a close election” |
Not sports |
