Project - Building Spam Classifier

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Spam Classifier - Step 1- Get the SpamAssassin Dataset from their Website

First, we would download the dataset from the SpamAssassin website.

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5 Comments

Subartha Mahalanabis
 4 years ago 

import os
import tarfile
import urllib
DOWNLOAD_ROOT = "http://spamassassin.apache.org/old/publiccorpus/"
HAM_URL = DOWNLOAD_ROOT + "20030228_easy_ham.tar.bz2"
SPAM_URL = DOWNLOAD_ROOT + "20030228_spam.tar.bz2"
SPAM_PATH = os.path.join("datasets", "spam")
def fetch_spam_data(spam_url=SPAM_URL,spam_path=SPAM_PATH):
    if not os.path.isdir(spam_path):
        os.makedirs(spam_path)
    for filename, url in (("ham.tar.bz2", HAM_URL), ("spam.tar.bz2", SPAM_URL)):
        path = os.path.join(spam_path, filename)
        if not os.path.isfile(path):
            urllib.request.urlretrieve(url, path)
        tar_bz2_file = tarfile.open(path)
        tar_bz2_file.extractall(path=SPAM_PATH)
        tar_bz2_file.close()
        calculate()
        HAM_DIR = os.path.join(SPAM_PATH, "easy_ham")
        SPAM_DIR = os.path.join(SPAM_PATH, "spam")
        ham_filenames = [name for name in sorted(os.listdir(HAM_DIR)) if len(name) > 20]
        spam_filenames = [name for name in sorted(os.listdir(SPAM_DIR)) if len(name) > 20]

when i  submitted the code i got error soam_filenames not defined . Can you please guide sir where i am wrong

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Vagdevi K
 4 years ago 

Hi,

Please attach the screenshot of your issue.

Thanks.

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Nimisha Mohan V
 4 years ago 

Hi, I am not able to access lab. Console is not showing anything while typing password. Also jupyter notebook shows invalid credentials when trying to login

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Rajtilak Bhattacharjee
 4 years ago 

Hi,

I have reset your password. Please note that for security purposes, console does not show typed passwords. This is a feature of Linux. Please try once again with your new password.

Thanks.

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