bayesian-spam-filter/README.md

bayesian-spam-filter

Report

Given SMSSpamCollection.txt was split in half for report

First half was used for generation, second half for actual filter

(Files included in test for convenience)

Results:

Spam precision:   0.935135
Spam recall:      0.39229
Ham precision:    0.780777
Ham recall:       0.987584
Spam F-Score:     0.552716
Ham F-Score:      0.872088
Accuracy:         0.689937

Compiling the project

Prerequisites

• C++11

In order to compile the project, simply run these two commands:

cmake -B build -S .
cmake --build build

Running the Project

The program should now be compiled at build/bin/filter

Simply run the program using:

build/bin/filter

Usage

Use the --help argument for usage help