No abstract

No abstract

ÖZET Son zamanlarda yaygın ve ayak taban siğili olan hastalara kriyoterapi ve immünoterapi tedavi yöntemleri uygulanmaya başlanmıştır. Bununla birlikte hangi tedavi yönteminin başarılı olacağına dair bir kanıt bulunmamaktadır. Bu çalışmada, bu iki yöntemin siğil tedavisinde başarılı olup olmayacağı lojistik regresyon ve karar ağacı algoritmaları kullanılarak tahmin edilmeye çalışılmıştır. Çalışmada açık erişime sahip olan UCI veri tabanındaki veriler kullanılarak WEKA yazılımı üzerinde algoritmalar koşturulmuştur. Sonuç olarak, seçilen siğil tedavi yönteminin başarısı karar ağacı sınıflandırıcısı ile %85,56 oranında doğru olarak tespit edilmiştir. ABSTRACTRecently, treatment methods of cryotherapy and immunotherapy have been got off the ground to the patients with common and plantar warts. On the other hand, there is no proof of which treatment method will be successful, yet. In this study, it is tried to predict whether these two methods succeed on wart treatment or not using the logistic regression and the decision tree algorithms. These algorithms were run on WEKA software using data sets that are freely available from UCI databases in this study. As a result, the success of the selected wart treatment method was predicted with the accuracy of 85.56% by using the decision tree algorithm.

groups according to their differences about colors, sizes, and constitutional structure: Common warts, Plantar warts, Flat warts, and Genital warts. Common and plantar warts are the most common types among them. Common warts are a type of wart seen on hands, fingers, and nails. They are harmful but painless. Plantar warts are painful warts embedded in the skin in single or multiple groups (Hosrik 2010). Almost all age groups, especially children and young adults (between 10 and 20 years of age) suffer from warts. It is estimated that about 10% of the public population suffer from warts in Turkey (Carman et al. 2013, Hosrik 2010. To eliminate this type of dermatoses, several treatment methods have been developed. Surgical treatment, cryotherapy,