Open AccessEstimation for Survival of Lung Cancer Patients Depending on Different Attributes
Author(s) -
Tuğba Saraç
Publication year - 2018
Publication title -
akıllı sistemler ve uygulamaları dergisi
Language(s) - English
Resource type - Journals
ISSN - 2667-6893
DOI - 10.54856/jiswa.201812044
Subject(s) - life expectancy , variety (cybernetics) , data set , computer science , lung cancer , set (abstract data type) , data mining , estimation , statistics , medicine , artificial intelligence , mathematics , oncology , engineering , population , environmental health , systems engineering , programming language
Nowadays, huge volumes of data are available thank to developing technology, variety of data and reduction in electronic storage cost of data. Various studies are carried out in order to transform data to meaningful information. In this paper, data set which belongs to lung cancer patients were transformed meaningful information. post-operative life expectancy within one year r operation has been estimated. It is observed that best result has been achieved by using KNN Algorithm (k=5 and Cross Validation=10).