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SMS Spam Detection Using Machine Learning

Instructions for Compiling

b) Clone repo.

$ git clone https://github.com/rohan8594/SMS-Spam-Detection.git
$ cd SMS-Spam-Detection

b) Install all dependencies.

$ pip install numpy
$ pip install pandas
$ pip install nltk
$ pip install scipy
$ pip install matplotlib
$ pip install scikit-learn

c) Run various scripts

$ python3 src/read_data.py
$ python3 src/text_preprocessing.py
$ python3 src/text_classification.py
$ python3 src/parameter_tuning.py
$ python3 src/learning_curve.py
$ python3 src/check_bias.py
$ python3 src/address_imbalance.py

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A spam filter for detecting spam sms messages using ML

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