jatin837/spambuster

Implementation of Naive Bayes for spam classification

spambuster

a spam detector

Download data

bash data.sh

Setup the Project

python -m venv env
source ./env/bin/activate
pip install -r requirements.txt

Usage(TESTING)

First setup the project Then

make test

Content of test(OUTPUT = 0.40 % Chance of being a spam)

Subject: flat screens
hello ,
please call or contact regarding the other flat screens requested .
trisha tlapek - eb 3132 b
michael sergeev - eb 3132 a
also the sun blocker that was taken away from eb 3131 a .
trisha should two monitors also michael .
thanks
kevin moore

Content of test 2(OUTPUT = 99.99 % Chance of being a spam)

Subject: let ' s stop the mlm insanity !
still believe you can earn $ 100 , 000 fast in mlm ? get real !
get emm , a brand new system that replaces mlm with something that works !
start earning 1 , 000 ' s now ! up to $ 10 , 000 per week doing simple online tasks .
free info - breakfree @ luxmail . com - type " send emm info " in the subject box .
this message is sent in compliance of the proposed bill section 301 . per section 301 , paragraph ( a ) ( 2 ) ( c ) of s . 1618 . further transmission to you by the sender of this e - mail may be stopped at no cost to you by sending a reply to : " email address " with the word remove in the subject line .

Usage(General)

Setup the project, then use cl interface

./app -i <INPUT PATH TO THE TEXT FILE>

Serve REST API

in the root of the project, first activate the vertual environment

source env/bin/activate

then either use

make api

or

./serv