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bayes_email_spam's Introduction

Bayes Email Spam Filter

Experimenting with Bayes and Email Spam Categorization in Kotlin. No dependencies needed besides Kotlin 1.2 std-lib.

Chapter 13 of O'Reilly Data Science from Scratch has been the most helpful resource for this project.

OUTPUT:

Score for an email containing message: "discount viagra wholesale, hurry while this offer lasts"
0.9990090904079181

Score for an email containing message: "interesting meeting on amazon cloud services discount program"
0.01754275128116032

Spammiest Words
viagra 0.7
this 0.5
for 0.5
prescription 0.5
hey 0.3

Hammiest (non-spam) Words
your 0.7857142857142857
amazon 0.5
for 0.35714285714285715
a 0.35714285714285715
meeting 0.35714285714285715

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