Here is a program that uses a Naive Bayes algorithm on a labelled sentiment dataset that can be found here. The algorithm considers probabilities for 1-gram, 2-gram, and 3-gram combinations of words in the dataset.

Enter a sentimentally charged line of English text in the textbox to have it classified.

Text:

Good
Bad