How to Write a Summary of an Article?
I feel great this morning. I am so excited about the concert. He is my best friend. I do not like this car.
This view is horrible. I feel tired this morning. I am not looking forward to the concert. He is my enemy. In the full implementation, I use about positive tweets and negative tweets to train the classifier. I store those tweets in a Redis DB. Even with those numbers, it is quite a small sample and you should use a much larger set if you want good results.
Next is a test set so we can assess the exactitude of the trained classifier.
I feel happy this morning. Larry is my friend.
I do not like that man. My house is not great. Your song is annoying. Implementation The following list contains the positive tweets: First element is an array containing the words and second element is the type of sentiment.
We get rid of the words smaller than 2 characters and we use lowercase for everything. It is a list with every distinct words ordered by frequency of appearance. We use the following function to get the list plus the two helper functions.
To do that, we first need a feature extractor. The one we are going to use returns a dictionary indicating what words are contained in the input passed. Here, the input is the tweet. We use the word features list defined above along with the input to create the dictionary.
We obtain the following dictionary which indicates that the document contains the words: False, 'contains view ': False, 'contains best ':I have taken many college-level stats courses and taught stats a number of times with SPSS.
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Beginning with the first confrontation with the young man, to his regrets in not helping him. As well as using many transitional statements. The Step Not Taken Analysis The monomyth in each story is comprised of three general stages which are: separation, struggle or initiation, and return and reintegration.
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