def train(self, email_adress):
global all_words, spam_words, probability_spam, count_spams, count_emails
hemails_with_body = TrainingCorpus(email_adress).hams()
semails_with_body = TrainingCorpus(email_adress).spams()
hwords = TrainingCorpus(email_adress).get_words(hemails_with_body)
swords = TrainingCorpus(email_adress).get_words(semails_with_body)
all_words = TrainingCorpus(email_adress).all_words(hwords, swords) # all words with their count
spam_words = TrainingCorpus(email_adress).spam_words(swords) # spam words with their count
count_spams = TrainingCorpus.count_spams(email_adress) # count of all spam's emails
count_emails = TrainingCorpus.count_emails(email_adress) # count of all emails
probability_spam = count_spams / count_emails # probability that email is spam
pass
