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python-spam-ham-sms's Introduction

Python Spam Ham SMS Bifurcation Script ๐Ÿ“Ÿ

The code contains step by step process to classify a set of over 5,000 SMS using python in Naive Bayes Classification Algorithm.

More on Naive Bayes: https://machinelearningmastery.com/naive-bayes-classifier-scratch-python/

To Run

python spam.py

Data

Data folder containes the spam-ham.csv file with data.

Apart from this it contains a split of 2 different files to train on test data and then run on real data (production):
1. spam-sms.py (to train)
2. spam-real.py (to run in production)

ROC Curve for current Data

screen shot 2018-09-08 at 11 59 27 am

Prerequisits

  • Python 2.7
  • Machine learning libraries
  • Anaconda/Spyder

Contributers

  • Vaibhav Magon

python-spam-ham-sms's People

Contributors

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python-spam-ham-sms's Issues

Sms sender

Im having problem to create sms sender which sms sender can I use to send bulk sms

Brother

What do I need for sms spamming

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