Learning from TEXT
– Nice day
– A very nice day
-> SVM -> {o, x}
input dimension for svm
BAG OF WORDS, just frequency count
nice:1, very:0, day:1, he:0, she:0, love:0
Mr day loves a nice day
nice:1, very:0, day:2, he:0, she:0, love:1
from nltk.corpus import stopwords
nltk.download()
sw = stopwords.words("english")
sw[0]
sw[10]
len(sw)
Vocabulary: Not all unique words are different
unresponsive, response, responsivity, responsiveness, respond
