Abstract
SMS is a form of communication in the form of messages sent using mobile phones between the designated numbers. SMS is now rarely used because many of the features that have changed are used by chat applications. However, the SMS feature was not removed for one thing, official messages from various applications for leveraging or other official information still use SMS as a sign that the phone number used is there. However, since 2011 there have been so many misuses of this function, so it is suspected that many frauds use SMS as a tool to influence victims. This sms category goes to SMS spam. Therefore, SMS needs to be classified so that users can find out that the SMS is included in the category of Spam or ham (the opposite of spam). Using 400 datasets taken from the UCI repository which is divided into two classes, namely spam and ham, we compare two classification methods, namely Naive Bayes and Support vector Machine in order to get SMS filtering correctly. And after the calculations are done, the accuracy is obtained in Naive Bayes, which is 90.00% Support Vector Machine 81.00%.
Highlights
SMS is a form of communication in the form
many of the features that have changed are used by chat applications
the SMS feature was not removed for one thing
Summary
Repository (https://archive.ics.uci.edu/ml/datasets/SMS+Spa m+Collection) sebanyak 400 SMS yang terdiri dari 200 SMS HAM dan 200 SMS SPAM. 2. Pengolahan Data Awal Dalam tahap pengolahan data, terdapat 3 tahapan pre processing, yakni: 3. Have you decided if you are doing 4years of dental school or if you'll just do the nmde exam. No I meant the calculation is the same That lt gt units at lt gt This school is really expensive Have you started practicing your accent Because its important And have you decided if you are doing years of dental school or if you ll just do the nmde exam e-ISSN 2614-8773 b. Stopwords I meant calculation lt gt units lt gt school expensive started practicing accent decided years dental school ll nmde exam c. Dalam langkah stemming kata-kataa mulai di kembalikan ke kata-kata awal menjadi bentuk asal yang di sesuaikan kepada aturan suatu bahasa [20]. No I meant the i meant calcul lt gt calculation is the unit lt gt school same
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