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Bir süredir ML Class'ın Machine Learning dersleriyle uğraşıyorum. Artık yavaş yavaş birşeyler yapmaya başladık.

Mesela bugünkü ödevimizde Octave kullanarak SVM algoritmalı bir spam filtresi geliştiriyoruz.

Girdimiz şu şekilde:

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Bu arkadaş çeşitli elemelerden geçtikten sonra aşağıdaki hale döndürülüyor.

Sonuç olarak eğitilen algoritma %99.5 seviyelerinde doğruluk oranına sahip oluyor. Tabi ki bu değer, eldeki verilerle ortaya çıkıyor. Veri miktarına göre sonuç da değişecektir.

 Spam lan bu